MindRACES
http://www.mindraces.org
MindRACES is a three-year EC funded project focused on the concept of Anticipation.
MindRACEShttp://www.mindraces.org/logo.jpg
http://www.mindraces.org/
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2009-10-14.0463529521
tummolini2009-10-14 11:04:06Schema-based design and the AKIRA Schema Language: An Overview
http://www.mindraces.org/public_references/istc_cnr_publications/abias-postproceedings-lnai4520.pdf
Pezzulo, G. & Calvi, G. Schema-based design and the AKIRA Schema Language: An Overview Anticipatory Behavior. In Butz, M.; Sigaud, O.; Pezzulo, G. & Baldassarre, G. (ed.) in Adaptive Learning Systems: Advances in Anticipatory Processing, Springer LNAI 4520, 2007
pezzulo
AREA:Forward models
KINDOF:Methodological
KINDOF:Modelling
PARTNER:ISTC-CNR
PARTNER:NOZE
THEME:Sensori-motor
WPS:3
WPS:4
2007-11-15 02:55:25From Actions to Goals and Vice-versa: Theoretical Analysis and Models of the Ideomotor Principle and TOTE
http://www.mindraces.org/public_references/istc_cnr_publications/ABiALS2006_2-postproceedingsLNAI4520.pdf
Pezzulo, G.; Baldassarre, G.; Butz, M.V.; Castelfranchi, C. & Hoffmann, J. From Actions to Goals and Vice-versa: Theoretical Analysis and Models of the Ideomotor Principle and TOTE. In Butz, M.; Sigaud, O.; Pezzulo, G. & Baldassarre, G. (ed.) Anticipatory Behavior in Adaptive Learning Systems: Advances in Anticipatory Processing, Springer LNAI 4520, 2007
pezzulo
KINDOF:Comparison
PARTNER:ISTC-CNR
PARTNER:UW-COGSCI
THEME:Action Control
THEME:Goals
THEME:Ideomotor principle
WPS:4
WPS:6
2007-04-15 15:47:57Evolving internal reinforcers for an intrinsically motivated reinforcement-learning robot.
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2007-04-16.5778214146
Schembri M., Mirolli M., Baldassarre G. (submitted). Evolving internal
reinforcers for an intrinsically motivated reinforcement-learning robot.
The 6th IEEE International Conference on Development and Learning
(ICDL2007).
ognibene2007-04-16 12:35:04An Experimental Study of Anticipation in Simple Robot Navigation
http://www.mindraces.org/public_references/lucs_publications/Johansson.pdf
Johansson, B. and Balkenius, C. (2007). An Experimental Study of Anticipation in Simple Robot Navigation. In Butz, M. et al. (Ed.) Anticipatory Behavior in Adaptive Learning Systems: From Brains to Individual and Social Behavior. LNAI, 4520, Springer-Verlag.
balkenius
AREA:Social behaviour
KINDOF:Comparison
PARTNER:LUCS
THEME:Action Control
THEME:Goals
WPS:3
WPS:4
2007-04-22 23:30:07Function Approximation with XCS
http://www.mindraces.org/public_references/uwcogsci_publications/FunctionApproximationXCS.pdf
Butz, M.V., Lanzi, P.L., & Wilson, S.W. (in press). Function Approximation with XCS: Hyperellipsoidal Conditions, Recursive Least Squares, and Compaction. IEEE Transactions on Evolutionary Computation.
butz
AREA:Forward models
KINDOF:Improvement
KINDOF:Integration
PARTNER:UW-COGSCI
THEME:Sensori-motor
WPS:4
2007-04-23 12:23:50Empirical Analysis of Generalization and Learning in XCS with Gradient Descent
http://www.mindraces.org/public_references/uwcogsci_publications/pap459t3-lanzi.pdf
Lanzi P. L., Butz M. V., Goldberg D. E. (2007). GECCO 2007: Genetic and Evolutionary Computation Conference. 1814-1821.
butz
AREA:Forward models
KINDOF:Comparison
PARTNER:UW-COGSCI
THEME:Ideomotor principle
WPS:4
2007-10-30 14:26:58Emergent Effector-Independent Internal Spaces: Adaptation and Intermanual Learning Transfer in Humans and Neural Networks
http://www.mindraces.org/public_references/uwcogsci_publications/internalSpacesFINAL.pdf
International Joint Conference on Neural Networks (IJCNN 2007), 1509-1514.
butz
AREA:Sensori-motor representations
KINDOF:Modelling
PARTNER:UW-COGSCI
THEME:Action Control
WPS:4
2007-10-30 14:29:55Anticipations, Brains, Individual and Social Behavior: An Introduction to Anticipatory Systems
http://www.mindraces.org/public_references/uwcogsci_publications/ABiALS_LNAI4501_Intro5.pdf
In Butz M. V., Sigaud O., Pezzulo G. (Eds.), Anticipatory Behavior in Adaptive Learning Systems: From Brains to Individual and Social Behavior (LNAI 4520). Berlin Heidelberg: Springer-Verlag. (in press)
butz
AREA:Forward models
AREA:Individual behaviour
AREA:Sensori-motor representations
AREA:Social behaviour
AREA:Symbolic representations
KINDOF:Review
PARTNER:ISTC-CNR
PARTNER:UW-COGSCI
THEME:Action Control
THEME:Active vision
THEME:Analogy-based
THEME:Attention
THEME:Cautiousness
THEME:Cognitive processes
THEME:Concept formation
THEME:Context
THEME:Curiosity
THEME:Emotions
THEME:Goals
THEME:Ideomotor principle
THEME:Monitoring
THEME:Priming
THEME:Sensori-motor
THEME:Surprise
WPS:4
WPS:6
WPS:7
2007-10-30 14:32:38Anticipatory Behavior in Adaptive Learning Systems: From Brains to Individual and Social Behavior
http://www.mindraces.org/public_references/uwcogsci_publications/mindracesfile.2007-04-23.0874185503
(2007), LNAI 4520. Berlin Heidelberg: Springer-Verlag.
butz
AREA:Forward models
AREA:Individual behaviour
AREA:Sensori-motor representations
AREA:Social behaviour
AREA:Symbolic representations
KINDOF:Integration
KINDOF:Review
PARTNER:ISTC-CNR
PARTNER:UW-COGSCI
THEME:Action Control
THEME:Active vision
THEME:Analogy-based
THEME:Attention
THEME:Cautiousness
THEME:Cognitive processes
THEME:Concept formation
THEME:Context
THEME:Curiosity
THEME:Emotions
THEME:Goals
THEME:Ideomotor principle
THEME:Monitoring
THEME:Priming
THEME:Sensori-motor
THEME:Surprise
WPS:4
WPS:6
WPS:7
2007-10-30 14:33:48Explorations of anticipatory behavioral control (ABC): A report from the cognitive psychology unit of the University of Würzburg
http://www.mindraces.org/public_references/uwcogsci_publications/ABC%20findings%20and%20challenges%20final.pdf
(2007). Cognitive Processing, 8, 133-142.
butz
AREA:Forward models
AREA:Sensori-motor representations
KINDOF:Review
PARTNER:UW-COGSCI
THEME:Action Control
THEME:Cognitive processes
THEME:Ideomotor principle
THEME:Sensori-motor
WPS:4
2007-10-30 14:38:28Learning to anticipate a temporarily hidden moving object
http://www.mindraces.org/public_references/ofai_publications/mdp_wall_12_06_2007_epiformat.pdf
lewandowski2007-11-13 13:01:52An Analysis of the Ideomotor Principle and TOTE
http://www.mindraces.org/public_references/istc_cnr_publications/TOTE2006.pdf
Giovanni Pezzulo, Gianluca Baldassarre, Martin V. Butz, Cristiano Castelfranchi, and Joachim Hoffmann (2006). In Butz M.V., Sigaud O., Pezzulo G., Baldassarre G. (eds.) Proceedings of the Third Workshop on Anticipatory Behavior in Adaptive Learning Systems (ABiALS 2006)
admin
AREA:Forward models
AREA:Individual behaviour
AREA:Symbolic representations
KINDOF:Modelling
PARTNER:ISTC-CNR
PARTNER:UW-COGSCI
THEME:Ideomotor principle
THEME:Surprise
WPS:3
WPS:4
2007-04-15 13:22:13Toward a Perceptual Symbol System
http://www.mindraces.org/public_references/istc_cnr_publications/toward_a_perceptual_symbol_system.pdf
G.Pezzulo, G. Calvi – Proceedings of the Sixth International Conference on Epigenetic Robotics (EPIROB 2006).
http://www.csl.sony.fr/epirob2006/index.htm
admin
AREA:Forward models
AREA:Sensori-motor representations
AREA:Symbolic representations
KINDOF:Modelling
PARTNER:ISTC-CNR
PARTNER:NOZE
THEME:Cognitive processes
THEME:Concept formation
THEME:Sensori-motor
WPS:3
WPS:4
2007-11-15 02:56:22DiPRA: Distributed Practical Reasoning Architecture
http://www.mindraces.org/public_references/istc_cnr_publications/ijcai2006.pdf
Giovanni Pezzulo, Gianguglielmo Calvi and Cristiano Castelfranchi (in press). Proceedings of the 28 International Joint Conference on Artificial Intelligence (IJCAI 2007).
admin
AREA:Individual behaviour
AREA:Symbolic representations
KINDOF:Integration
KINDOF:Modelling
KINDOF:Novel Approach
PARTNER:ISTC-CNR
PARTNER:NOZE
THEME:Context
THEME:Goals
THEME:Surprise
WPS:3
WPS:4
2007-11-15 02:57:55L’approccio Anticipatorio In Robotica: Una Analisi Comparativa
http://www.mindraces.org/public_references/noze_publications/wiva_presentation.pdf
Gianguglielmo Calvi, Alessandro Tutino, Giovanni Pezzulo (2006). Proceedings del Workshop Italiano di Vita Artificiale (WIVA 2006).
admin
AREA:Forward models
AREA:Sensori-motor representations
KINDOF:Comparison
PARTNER:ISTC-CNR
PARTNER:NOZE
THEME:Action Control
THEME:Sensori-motor
WPS:3
WPS:4
2007-04-15 13:48:22How Can a Massively Modular Mind Be Context-Sensitive? A Computational Approach
http://www.mindraces.org/public_references/istc_cnr_publications/ICCM2005.pdf
Giovanni Pezzulo (2006). Proceedings of 7th International Conference on Cognitive Modeling (ICCM 2006).
pezzulo
KINDOF:Methodological
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Context
WPS:4
2007-04-15 15:31:26The Anticipatory Nature of Representations
http://www.mindraces.org/public_references/istc_cnr_publications/ASAI50.pdf
Giovanni Pezzulo, Gianluca Baldassarre, Rino Falcone, Cristiano Castelfranchi (2006). Proceedings of the 50th Anniversary Summit of Artificial Intelligence (ASAI50).
pezzulo
WPS:4
2007-04-15 15:19:00Rappresentazioni Anticipatorie: Tre Studi Simulativi
http://www.mindraces.org/public_references/istc_cnr_publications/aisc2006.pdf
Giovanni Pezzulo (2006) Proceedings del 3° Convegno Nazionale di Scienze Cognitive (AISC 2006).
pezzulo
WPS:4
2007-04-15 15:20:25Designing Modular Architectures in the Framework AKIRA
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2007-04-15.9806156932
Pezzulo, G. & Calvi, G. Designing Modular Architectures in the Framework AKIRA. To appear in: Multiagent and Grid Systems (journal)
pezzulo
KINDOF:Integration
KINDOF:Methodological
PARTNER:ISTC-CNR
PARTNER:NOZE
WPS:4
WPS:6
2007-04-26 11:51:51The Symbol Detachment Problem
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2007-04-15.0899825159
Pezzulo, G. & Castelfranchi, C. The Symbol Detachment Problem. To appear in: Cognitive Processing. online: http://dx.doi.org/10.1007/s10339-007-0164-0
pezzulo
KINDOF:Methodological
KINDOF:Review
PARTNER:ISTC-CNR
THEME:Cognitive processes
THEME:Concept formation
2007-04-15 15:39:04Developing anticipatory and affective competences in multi agent systems
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2007-04-16.6445673165
C. Castelfranchi, R. Falcone and M. Piunti. In Proceedings of International Workshop on Multi-agent Systems and Simulation (ISC 2006), Palermo, Italy., 2006.
piunti
AREA:Symbolic representations
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Attention
THEME:Cautiousness
THEME:Cognitive processes
THEME:Emotions
THEME:Surprise
WPS:5
2007-04-16 16:45:51Solving Deep Memory POMDPs with Recurrent Policy Gradients
http://www.mindraces.org/public_references/idsia_publications/mindracesfile.2007-04-17.5506384227
D. Wierstra, A. Foerster, J. Schmidhuber: Solving Deep Memory POMDPs with Recurrent Policy Gradients. Under review.
gloye
AREA:Forward models
AREA:Individual behaviour
KINDOF:Comparison
KINDOF:Improvement
KINDOF:Methodological
PARTNER:IDSIA
THEME:Action Control
THEME:Monitoring
THEME:Sensori-motor
WPS:3
WPS:4
2007-04-17 13:17:40Anticipatory Models in Gaze Control
http://www.mindraces.org/public_references/lucs_publications/Balkenius.Johansson.CogProc.2007.pdf
Balkenius, C. and Johansson, B. (2007). Anticipatory Models in Gaze Control: A Developmental Model. Cognitive Processing, in press.
balkenius
AREA:Forward models
AREA:Sensori-motor representations
KINDOF:Modelling
PARTNER:LUCS
THEME:Active vision
THEME:Attention
THEME:Cognitive processes
THEME:Sensori-motor
WPS:3
2007-04-22 23:23:33Encoding Complete Body Models Enables Task Dependent Optimal Behavior
http://www.mindraces.org/public_references/uwcogsci_publications/ijcnn-rev2.pdf
(2007). International Joint Conference on Neural Networks (IJCNN 2007). 1424-1429.
butz
AREA:Sensori-motor representations
KINDOF:Improvement
KINDOF:Modelling
PARTNER:UW-COGSCI
THEME:Action Control
THEME:Ideomotor principle
THEME:Sensori-motor
WPS:4
2007-10-30 14:42:57Learning to anticipate a temporarily hidden moving object
http://www.mindraces.org/public_references/ofai_publications/mindracesfile.2007-06-01.9978588596
lewandowski
AREA:Individual behaviour
KINDOF:Integration
KINDOF:Novel Approach
PARTNER:OFAI
THEME:Action Control
THEME:Goals
WPS:4
2007-06-01 12:52:13Expectations driven approach for Situated, Goal-directed Agents
http://www.mindraces.org/public_references/istc_cnr_publications/woa_07_Piunti_fin.pdf
In proceedings of AI*IA/TABOO Joint Workshop (WOA 2007). Genova, Italy. 2007
piunti
KINDOF:Improvement
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Action Control
THEME:Cautiousness
THEME:Cognitive processes
THEME:Curiosity
THEME:Emotions
THEME:Goals
THEME:Surprise
WPS:4
WPS:5
2007-09-26 16:17:15Spekulationen zur Struktur ideo-motorischer Beziehungen
http://www.mindraces.org/public_references/uwcogsci_publications/HoffmannEtAl2007StukturIdeo-motorischerBeziehungenFINAL.pdf
(2007). Zeitschrift für Sportpsychologie, 14, 95-104.
butz
AREA:Forward models
AREA:Sensori-motor representations
KINDOF:Review
PARTNER:UW-COGSCI
THEME:Action Control
THEME:Cognitive processes
THEME:Ideomotor principle
THEME:Sensori-motor
WPS:4
2007-10-30 14:40:22Data mining in learning classifier systems: Comparing XCS with GAssist
http://www.mindraces.org/public_references/uwcogsci_publications/BacarditButz2007DataMiningInLCSs.pdf
(2007). In Kovacs, T. et al. (Eds.) Learning Classifier Systems: International Workshops, IWLCS 2003-2005, LNAI 4399, Springer-Verlag, Berlin Heidelberg. 282-290.
butz
AREA:Forward models
KINDOF:Comparison
PARTNER:UW-COGSCI
WPS:4
2007-10-30 14:52:00Effect of pure error-based fitness in XCS
http://www.mindraces.org/public_references/uwcogsci_publications/ButzGoldbergLanzi2007EffectOfPureErrorBasedFitnessInXCS.pdf
(2007). In Kovacs, T. et al. (Eds.) Learning Classifier Systems: International Workshops, IWLCS 2003-2005, LNAI 4399, Springer-Verlag, Berlin Heidelberg. 104-114.
butz
AREA:Forward models
KINDOF:Comparison
PARTNER:UW-COGSCI
THEME:Action Control
WPS:4
2007-10-30 14:55:12Combining Gradient-Based With Evolutionary Online Learning: An Introduction to Learning Classifier Systems
http://www.mindraces.org/public_references/uwcogsci_publications/BacarditGoldbergButz2007ImprovingThePerformanceOfAPittsburghLCSUsingADefaultRule.pdf
Seventh International Conference on Hybrid Intelligent Systems (HIS 2007), 12-17.
butz2007-10-30 14:57:57Improving the performance of Pittsburgh learning classifier systems using a default rule
http://www.mindraces.org/public_references/uwcogsci_publications/BacarditGoldbergButz2007ImprovingThePerformanceOfPittsburghLCSUsingADefaultRule.pdf
(2007). In Kovacs, T. et al. (Eds.) Learning Classifier Systems: International Workshops, IWLCS 2003-2005, LNAI 4399, Springer-Verlag, Berlin Heidelberg. 291-307.
butz
AREA:Forward models
KINDOF:Improvement
PARTNER:UW-COGSCI
THEME:Action Control
WPS:4
2007-10-30 15:02:25Combining Gradient-Based With Evolutionary Online Learning: An Introduction to Learning Classifier Systems
http://www.mindraces.org/public_references/uwcogsci_publications/Butz2007CombiningGradientBasedWithEvolutionaryOnlineLearning.pdf
Seventh International Conference on Hybrid Intelligent Systems (HIS 2007), 12-17.
butz
AREA:Forward models
KINDOF:Review
PARTNER:UW-COGSCI
THEME:Action Control
WPS:4
WPS:7
2007-10-30 15:05:55 A reinforcement-learning model of top-down attention based on a potential-action map
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2008-05-15.1106213293
Ognibene, D.; Balkenius, C. & Baldassarre, G.. 2008. A reinforcement-learning model of top-down attention based on a potential-action map. Pezzulo Giovanni, Rino Falcone, Castelfranchi Cristiano (ed.). The Anticipatory Approach. Berlin. Springer-Verlag.
ognibene
AREA:Sensori-motor representations
KINDOF:Improvement
KINDOF:Novel Approach
PARTNER:ISTC-CNR
PARTNER:LUCS
THEME:Active vision
THEME:Attention
WPS:4
2008-05-15 12:42:52Agents with Anticipatory Behaviors: To be Cautious in a Risky Environment
http://www.mindraces.org/public_references/istc_cnr_publications/ecai2006poster.pdf
Cristiano Castelfranchi and Rino Falcone and Michele Piunti, European Conference Articial Intelligence (ECAI06) pp. 693-694
piunti
AREA:Individual behaviour
AREA:Symbolic representations
KINDOF:Modelling
KINDOF:Novel Approach
PARTNER:ISTC-CNR
THEME:Cautiousness
THEME:Cognitive processes
THEME:Emotions
WPS:5
2007-03-13 16:51:08Integrating Reinforcement-Learning, Accumulator Models, and Motor-Primitives to Study Action Selection and Reaching in Monkeys
http://www.mindraces.org/public_references/istc_cnr_publications/2006OgniMannPezzBald-ICCM-InteReinLearWithAccuModeInReac.pdf
Ognibene, D. and Mannella, F. and Pezzulo, G. and Baldassarre, G.
Proceedings of ICCM 2006
ognibene
AREA:Sensori-motor representations
KINDOF:Integration
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Action Control
THEME:Goals
THEME:Ideomotor principle
THEME:Sensori-motor
WPS:4
2007-03-15 14:38:43A Model of Reaching That Integrates Reinforcement Learning and Population Encoding of Postures
http://www.mindraces.org/public_references/istc_cnr_publications/0609sabOgnibeneRegaBaldassarre.pdf
Ognibene, Dimitri and Rega, Angelo and Baldassarre, Gianluca
From Animals to Animats 9, 9th International Conference on Simulation of Adaptive Behavior, SAB 2006, Rome, Italy, September 25-29, 2006, Proceedings.
ognibene
AREA:Sensori-motor representations
KINDOF:Integration
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Action Control
THEME:Goals
THEME:Ideomotor principle
THEME:Sensori-motor
WPS:4
2007-03-15 14:41:24Apprendimento per rinforzo e codifica tramite popolazione neurale: un modello per il reaching applicato a due task
http://www.mindraces.org/public_references/istc_cnr_publications/OgnibeneBaldassarre.pdf
WIVA3 - 3° Workshop Italiano Vita Artificiale
ognibene
AREA:Sensori-motor representations
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Action Control
THEME:Goals
THEME:Ideomotor principle
THEME:Sensori-motor
WPS:4
2007-03-19 18:41:32Building Robots with Analogy-Based Anticipation
http://www.mindraces.org/public_references/nbu_publications/Bremen06.pdf
Petkov, G., Naydenov, Ch., Grinberg, M., Kokinov(2006); Proceedings of the KI 2006, 29th German Conference on Artificial Intelligence, Bremen
kiriazov
AREA:Symbolic representations
KINDOF:Modelling
PARTNER:NBU
THEME:Analogy-based
THEME:Cognitive processes
THEME:Context
WPS:4
2007-05-09 14:50:47Surprise-Driven Belief Revision
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2007-04-10.7993227171
Lorini, E., Castelfranchi, C. (2006); In Proceedings of Second Biennial Conference on Cognitive Science, St. Petersburg, 9-13 June, 2006.
tummolini
AREA:Individual behaviour
AREA:Symbolic representations
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Active vision
THEME:Cognitive processes
2007-04-10 12:44:07Schema-based design and the AKIRA Schema Language
http://www.mindraces.org/public_references/noze_publications/mindracesfile.2007-12-13.5809521885
Pezzulo, G. & Calvi, G. Schema-based design and the AKIRA Schema Language: An Overview Anticipatory Behavior. In Butz, M.; Sigaud, O.; Pezzulo, G. & Baldassarre, G. (ed.) in Adaptive Learning Systems: Advances in Anticipatory Processing, Springer LNAI 4520, 2007
admin2007-12-13 12:18:18Quasi-Online Reinforcement Learning for Robots
http://www.mindraces.org/public_references/idsia_publications/ICRA_QuasiOnlineRL_v2.pdf
B. Bakker, V. Zhumatiy, G. Gruener, J. Schmidhuber: Quasi-Online
Reinforcement Learning for Robots, IEEE International Conference on
Robotics and Automation (ICRA), 2006.
gloye
AREA:Individual behaviour
AREA:Sensori-motor representations
KINDOF:Improvement
KINDOF:Methodological
KINDOF:Modelling
KINDOF:Novel Approach
PARTNER:IDSIA
THEME:Action Control
THEME:Active vision
THEME:Cognitive processes
THEME:Curiosity
THEME:Goals
THEME:Sensori-motor
WPS:3
WPS:4
2007-03-20 13:02:02 Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot
http://www.mindraces.org/public_references/idsia_publications/zhumatiy-ias06.pdf
V. Zhumatiy, F. Gomez, M. Hutter, and J. Schmidhuber: Metric State Space
Reinforcement Learning for a Vision-Capable Mobile Robot, Proc.
of the Int'l Conf. on Intelligent Autonomous Systems,
IAS-06, Tokyo, 2006.
gloye
AREA:Forward models
AREA:Individual behaviour
AREA:Sensori-motor representations
KINDOF:Comparison
KINDOF:Improvement
PARTNER:IDSIA
THEME:Action Control
THEME:Active vision
THEME:Attention
THEME:Context
THEME:Goals
THEME:Sensori-motor
WPS:3
WPS:4
2007-04-17 13:25:13Holonomic Control of a robot with an omnidirectional drive
http://www.mindraces.org/public_references/idsia_publications/omnidrive_kiart_preprint.pdf
R. Rojas, A. Gloye Förster: Holonomic Control of a robot with an
omnidirectional drive, KI - Künstliche Intelligenz, vol. 20, nr. 2,
BöttcherIT Verlag, 2006.
gloye
AREA:Individual behaviour
AREA:Sensori-motor representations
KINDOF:Improvement
KINDOF:Novel Approach
PARTNER:IDSIA
THEME:Action Control
THEME:Sensori-motor
WPS:3
WPS:4
2007-04-17 13:24:04Training Recurrent Neural Networks by Evolino
http://www.mindraces.org/public_references/idsia_publications/mindracesfile.2007-03-20.7930626560
J. Schmidhuber, D. Wierstra, M. Gagliolo, F. Gomez:
Training Recurrent Neural Networks by Evolino. To appear in
Neural Computation.
gloye
AREA:Forward models
AREA:Individual behaviour
AREA:Sensori-motor representations
KINDOF:Comparison
KINDOF:Improvement
KINDOF:Novel Approach
PARTNER:IDSIA
THEME:Context
THEME:Goals
THEME:Sensori-motor
WPS:3
WPS:4
2007-04-17 13:25:56Shared Intention Revisited: The Limits of Egoism are Not the Limits of Individualism
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2007-04-10.5737254787
Tummolini, L. (submitted to Economics and Philosophy)
tummolini
AREA:Social behaviour
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Goals
2007-04-10 12:40:23The cognitive structure of Surprise: looking for basic principles
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2007-04-10.8533382196
Lorini, E., Castelfranchi, C. (2007); To appear in Topoi: An International Review of Philosophy, 26(1).
tummolini
AREA:Symbolic representations
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Active vision
THEME:Emotions
THEME:Surprise
WPS:5
2007-04-16 16:45:42Toward an integrated biomimetic model of reaching.
http://www.mindraces.org/public_references/istc_cnr_publications/2007CaligioreParisiBaldassarre-TowardIntegratedBiomimeticModelOfReaching.pdf
Caligiore D., Parisi D., Baldassarre G. (2007). Towards an integrated biomimetic model of reaching. Demiris Y., Scassellati B., Mareschal D. (eds.). The 6th IEEE International Conference on Development and Learning (ICDL2007). IEEE Catalog Number: 07EX1740C, ISBN: 1-4244-1116-5, Library of Congress: 2007922394, pp. 241-246. London: Imperial College
ognibene
AREA:Sensori-motor representations
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Action Control
2008-05-15 12:07:20
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2008-05-15.5554692676
ognibene2008-05-15 12:32:35 Trajectory learning through motor babbling: reaching with obstacle avoidance.
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2008-05-15.2810540747
Ferrauto Tomassino, Ognibene Dimitri, Caligiore Daniele, Baldassare Gianluca (2007). Trajectory learning through motor babbling: reaching with obstacle avoidance. In Nicosia Giuseppe, Pavone Mario, Atti del Quarto Workshop Italiano di Vita Artificiale e Computazione Evolutiva (WIVACE 2007) (In formato elettronico). Catania: Università di Catania. (Baia Samuele, Sampietri, Italia, 5-7 Settembre 2007).
ognibene
AREA:Sensori-motor representations
PARTNER:ISTC-CNR
THEME:Action Control
THEME:Ideomotor principle
THEME:Sensori-motor
2008-05-15 12:45:32A Schema Based Model of the Praying Mantis
http://www.mindraces.org/public_references/istc_cnr_publications/SAB2006.pdf
(2006) From animals to animats 9: Proceedings of the Ninth International Conference on Simulation of Adaptive Behaviour
pezzulo
AREA:Forward models
AREA:Sensori-motor representations
KINDOF:Modelling
PARTNER:ISTC-CNR
PARTNER:NOZE
2006-12-06 12:02:15The unexpected aspects of Surprise
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2007-04-10.7273362180
Lorini, E., Castelfranchi, C. (2006); International Journal of Pattern Recognition and Artificial Intelligence, 20 (6), pp. 817-835.
tummolini
AREA:Individual behaviour
AREA:Symbolic representations
KINDOF:Modelling
THEME:Active vision
THEME:Cognitive processes
WPS:5
2007-04-10 12:43:11 Using motor babbling and Hebb rules for modeling the development of reaching with obstacles and grasping
http://www.mindraces.org/public_references/istc_cnr_publications/2008CaligioreFerrautoParisiAccorneroCapozzaBaldassarre-MotorBabblingReachingGrasping.pdf
Caligiore D., Ferrauto T., Parisi D., Accornero N., Capozza M., Baldassarre G. (2008). Using motor babbling and Hebb rules for modeling the development of reaching with obstacles and grasping. In Dillmann Rüdiger, Maloney Colette, Sandini Giulio, Asfour Tamim, Cheng Gordon, Metta Giorgio, Ude Ales (orgs.), International Conference on Cognitive Systems (CogSys2008) (In electronic format). (University of Karlsruhe, Karlsruhe, Germany, 2-4 April 2008)
ognibene
AREA:Sensori-motor representations
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Action Control
THEME:Ideomotor principle
THEME:Sensori-motor
2008-05-15 12:13:41Integrating Epistemic Action (Active Vision) and Pragmatic Action (Reaching): A Neural Architecture for Camera-Arm Robots.
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2008-05-15.4211057476
Ognibene, D.; Balkenius, C. & Baldassarre, G.. 2008. Integrating Epistemic Action (Active Vision) and Pragmatic Action (Reaching): A Neural Architecture for Camera-Arm Robots. Minoru Asada and Jun Tani and John Hallam and Jean-Arcady Meyer (ed.). The tenth International Conference on the SIMULATION OF ADAPTIVE BEHAVIOR (SAB'08). Osaka, Japan. Springer. july.
ognibene
AREA:Sensori-motor representations
KINDOF:Integration
PARTNER:ISTC-CNR
PARTNER:LUCS
THEME:Action Control
THEME:Active vision
THEME:Attention
THEME:Goals
THEME:Sensori-motor
WPS:4
2008-05-15 12:32:16DiPRA Distributed Practical Reasoning Architecture
http://www.mindraces.org/public_references/istc_cnr_publications/ijcai2007.pdf
(2007) Proceedings of IJCAI 2007
pezzulo
AREA:Symbolic representations
KINDOF:Modelling
PARTNER:ISTC-CNR
PARTNER:NOZE
2006-12-06 11:52:45A testbed for neural-network models capable of integrating information in time.
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2007-04-16.4463117891
Zappacosta S., Nolfi S., Baldassarre G. (in press). A testbed for
neural-network models capable of integrating information in time. In Butz
M., Sigaud O., Pezzulo G., Baldassarre G. (Eds.), Anticipatory Behavior in
Adaptive Learning Systems: From Brains to Individual and Social Behavior.
Berlin: Springer Verlag.
ognibene
AREA:Sensori-motor representations
KINDOF:Comparison
KINDOF:Methodological
PARTNER:ISTC-CNR
WPS:4
2007-04-16 12:22:59Brains,anticipations, individual and social behavior: an introduction to anticipatory behavior systems.
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2007-04-16.1091042064
Butz M., Sigaud O., Pezzulo G., Baldassarre G. (in press). Brains,
anticipations, individual and social behavior: an introduction to
anticipatory behavior systems. In Butz M., Sigaud O., Pezzulo G.,
Baldassarre G. (Eds.), Anticipatory Behavior in Adaptive Learning Systems:
From Brains to Individual and Social Behavior. Berlin: Springer Verlag.
ognibene
KINDOF:Review
2007-04-16 12:32:49Learning to select targets within targets in reaching tasks.
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2007-04-16.0995369887
Herbort O., Ognibene O., Butz M.V., Baldassarre G. (2007). Learning to
select targets within targets in reaching tasks. The 6th IEEE International
Conference on Development and Learning (ICDL2007).
ognibene
AREA:Forward models
AREA:Sensori-motor representations
KINDOF:Improvement
KINDOF:Integration
KINDOF:Modelling
PARTNER:ISTC-CNR
PARTNER:UW-COGSCI
THEME:Action Control
THEME:Goals
THEME:Ideomotor principle
THEME:Sensori-motor
WPS:4
WPS:6
2008-05-15 12:26:59RNN-based Learning of Compact Maps for Efficient Robot Localization
http://www.mindraces.org/public_references/idsia_publications/esannFinal.pdf
A. Foerster, A. Graves, J. Schmidhuber: RNN-based Learning of Compact Maps for Efficient Robot Localization. ESANN 2007.
gloye
AREA:Forward models
AREA:Symbolic representations
KINDOF:Comparison
KINDOF:Improvement
KINDOF:Methodological
KINDOF:Modelling
KINDOF:Novel Approach
PARTNER:IDSIA
THEME:Context
THEME:Monitoring
WPS:4
2007-04-17 13:15:07Training Recurrent Neural Networks by Evolino
http://www.mindraces.org/public_references/idsia_publications/nc2007.pdf
J. Schmidhuber, D. Wierstra, M. Gagliolo, F. Gomez: Training Recurrent Neural Networks by Evolino. Neural Computation, 19(3), March 2007.
gloye
AREA:Forward models
AREA:Individual behaviour
KINDOF:Comparison
KINDOF:Improvement
KINDOF:Integration
KINDOF:Methodological
PARTNER:IDSIA
THEME:Action Control
THEME:Goals
THEME:Monitoring
WPS:3
WPS:4
2007-04-17 13:20:29Anticipatory Behaviour based on Prediction of Image Sequences
http://www.mindraces.org/public_references/ofai_publications/mindracesfile.2007-04-18.1882783322
lewandowski
KINDOF:Novel Approach
PARTNER:OFAI
THEME:Action Control
THEME:Attention
THEME:Monitoring
WPS:3
2007-06-01 12:47:57Using Particle Filters to Anticipate the Location of Reappearance of a Temporarily Hidden Target
http://www.mindraces.org/public_references/ofai_publications/mindracesfile.2007-04-18.0055297078
lewandowski
KINDOF:Methodological
PARTNER:OFAI
THEME:Action Control
THEME:Goals
WPS:4
2007-06-01 12:48:52The Interplay of Analogy-Making with Active Vision and Motor Control in Anticipatory Robots
http://www.mindraces.org/public_references/lucs_publications/mindracesfile.2007-04-22.4654372971
Kiryazov, K., Petkov, G., Grinberg, M. , Kokinov, B., and Balkenius, C. (2007). The Interplay of Analogy-Making with Active Vision and Motor Control in Anticipatory Robots. In Butz, M. et al. (Ed.) Anticipatory Behavior in Adaptive Learning Systems: From Brains to Individual and Social Behavior. LNAI, 4520, Springer-Verlag
balkenius
AREA:Individual behaviour
AREA:Symbolic representations
KINDOF:Improvement
KINDOF:Novel Approach
PARTNER:LUCS
PARTNER:NBU
THEME:Analogy-based
THEME:Cognitive processes
THEME:Concept formation
WPS:3
WPS:4
2007-04-22 23:33:24The benefits of anticipation
http://www.mindraces.org/public_references/lucs_publications/mindracesfile.2007-04-22.6209488085
Johansson, B. and Balkenius, C. (2006). The benefits of anticipation: an experimental study. In Butz, M., Sigaud, O., Pezzulo, G., and Baldassarre, G. (Eds.), Proceedings of third workshop on anticipatory behavior in adaptive learning systems (ABiALS), Rome.
balkenius
AREA:Social behaviour
KINDOF:Comparison
KINDOF:Methodological
PARTNER:LUCS
THEME:Action Control
WPS:3
2007-04-22 23:34:27A developmental approach to dynamic scene understanding
http://www.mindraces.org/public_references/lucs_publications/mindracesfile.2007-04-22.8569496713
Balkenius, C., and Johansson, B. (2006). A developmental approach to dynamic scene understanding. Proceedings of the Sixth International Conference on Epigenetic Robotics (p. 165). Lund University Cognitive Studies, 128.
balkenius2007-04-22 23:38:04A developmental approach to dynamic scene understanding
http://www.mindraces.org/public_references/lucs_publications/mindracesfile.2007-04-22.9138670554
Balkenius, C., and Johansson, B. (2006). A developmental approach to dynamic scene understanding. Proceedings of the Sixth International Conference on Epigenetic Robotics (p. 165). Lund University Cognitive Studies, 128.
balkenius
AREA:Forward models
KINDOF:Improvement
KINDOF:Modelling
PARTNER:LUCS
THEME:Active vision
THEME:Attention
THEME:Cognitive processes
THEME:Context
WPS:3
2007-04-22 23:39:28Event Prediction and Object Motion Estimation in the Development of Visual Attention
http://www.mindraces.org/public_references/lucs_publications/mindracesfile.2007-04-22.0144362607
Balkenius, C., and Johansson, B. (2005). Event Prediction and Object Motion Estimation in the Development of Visual Attention. Proceedings of the Fifth International Conference on Epigenetic Robotics. Nara, Japan.
balkenius
AREA:Forward models
AREA:Individual behaviour
KINDOF:Modelling
PARTNER:LUCS
THEME:Active vision
THEME:Attention
THEME:Cognitive processes
WPS:3
2007-04-22 23:40:59Robots with Anticipation and Attention
http://www.mindraces.org/public_references/lucs_publications/Johansson.Balkenius.2005.pdf
Johansson, B., and Balkenius, C. (2005). Robots with Anticipation and Attention. In Funk, P. , Rognvaldsson, T., and Xiong, N. (Eds.) Advances in Artificial Intelligence in Sweden (pp. 202-204). Västerås, Sweden: Mälardalen University.
balkenius
AREA:Forward models
AREA:Individual behaviour
AREA:Social behaviour
KINDOF:Review
PARTNER:LUCS
THEME:Action Control
THEME:Active vision
THEME:Cognitive processes
THEME:Context
THEME:Goals
THEME:Sensori-motor
WPS:3
WPS:4
2007-04-22 23:48:21It's a Child's Game - Investigating Cognitive Development with Playing Robots
http://www.mindraces.org/public_references/lucs_publications/Johansson.Balkenius.ICDL.2005.pdf
Johansson, B., and Balkenius, C. (2005). It's a Child's Game: Investigating Cognitive Development with Playing Robots. Proceedings of the International Conference on Development and Learning (ICDL), 164, Osaka, Japan.
balkenius
AREA:Social behaviour
KINDOF:Modelling
PARTNER:LUCS
THEME:Action Control
THEME:Attention
THEME:Cognitive processes
WPS:3
WPS:4
2007-04-22 23:50:48The benefits of surprise in dynamic environments: from Theory to Pratice
http://www.mindraces.org/public_references/istc_cnr_publications/ACII_emiliano_michele_sottomesso.pdf
(submitted to) 2nd International Conference on Affective Computing and Intelligent Interaction – ACII-07, 2007.
piunti
AREA:Individual behaviour
AREA:Symbolic representations
KINDOF:Methodological
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Attention
THEME:Cognitive processes
THEME:Emotions
THEME:Goals
THEME:Surprise
WPS:5
2007-05-10 14:57:44Surprise as shortcut for Anticipation: clustering Mental States in Reasoning
http://www.mindraces.org/public_references/istc_cnr_publications/Piunti_IJCAI07.pdf
To enhance effectiveness in real world applications,
autonomous agents have to develop cognitive competencies
and anticipatory capabilities. Here we
point out their strong liaison with the functional
roles of affective mental states as those of humanlike
metaphor: not only the root elements for both
surprise and anticipation are expectations, but also
part of the effects of the former elicit efforts on the
latter. By analyzing different kinds of expectations,
we provide a general architecture enhancing practical
reasoning with mental states, describing and
empirically evaluating how mental and behavioral
attitudes, emerging from mental states, can be applied
for augmenting agent reactivity, opportunism
and efficacy in terms of anticipation.
piunti
AREA:Individual behaviour
KINDOF:Modelling
KINDOF:Novel Approach
THEME:Cautiousness
THEME:Cognitive processes
THEME:Curiosity
THEME:Emotions
THEME:Goals
THEME:Surprise
WPS:5
2006-12-06 15:52:40Anticipatory coordination through action observation and behavior adaptation
http://www.mindraces.org/public_references/istc_cnr_publications/Piunti_FINAL_aisb07.pdf
Michele Piunti, Cristiano Castelfranchi and Rino Falcone. In AISB 2007 Symposium Mindful Environments, Newcastle (2007).
piunti
AREA:Social behaviour
AREA:Symbolic representations
KINDOF:Modelling
KINDOF:Novel Approach
PARTNER:ISTC-CNR
THEME:Action Control
THEME:Cognitive processes
THEME:Goals
WPS:4
2007-03-05 17:34:06Rule-based evolutionary online learning systems
http://www.mindraces.org/public_references/uwcogsci_publications/mindracesfile.2007-03-13.3552532021
Butz, M.V. (2006). Rule-based evolutionary online learning systems: A principled approach to LCS analysis and design. Studies in Fuzziness and Soft Computing Series, Springer Verlag, Berlin-Heidelberg, Germany.
butz
AREA:Forward models
KINDOF:Modelling
KINDOF:Review
PARTNER:UW-COGSCI
THEME:Sensori-motor
WPS:4
2007-03-13 19:12:33Problem Solution Sustenance in XCS
http://www.mindraces.org/public_references/uwcogsci_publications/ns.pdf
Butz, M.V., Goldberg, D.E., Lanzi, P.L., & Sastry, K. (2007). Problem Solution Sustenance in XCS: Markov Chain Analysis of Niche Support Distributions and Consequent Computational Complexity. Genetic Programming and Evolvable Machines, 8, 5-37.
butz
AREA:Forward models
KINDOF:Methodological
KINDOF:Modelling
PARTNER:UW-COGSCI
THEME:Sensori-motor
WPS:4
2007-04-23 12:20:15Automated global structure extraction for effective local building block processing in XCS
http://www.mindraces.org/public_references/uwcogsci_publications/BBProcessing.pdf
Butz, M.V., Pelikan, M., Llorà, X., & Goldberg, D.E. (2006) Automated global structure extraction for effective local building block processing in XCS. Evolutionary Computation, 14, 345-380.
butz
AREA:Forward models
KINDOF:Improvement
KINDOF:Integration
KINDOF:Methodological
PARTNER:UW-COGSCI
WPS:4
2007-03-13 20:42:55Gradient descent methods in learning classifier systems
http://www.mindraces.org/public_references/uwcogsci_publications/ButzGoldbergLanzi2005GradientDescentXCSFinal.pdf
Butz, M.V., Goldberg, D.E., & Lanzi, P.L. (2005) Gradient descent methods in learning classifier systems: Improving XCS performance in multistep problems. IEEE Transactions on Evolutionary Computation, 9, 452-473.
butz
AREA:Forward models
KINDOF:Improvement
KINDOF:Integration
KINDOF:Methodological
2007-04-23 12:21:28Studying XCS/BOA learning in Boolean functions
http://www.mindraces.org/public_references/uwcogsci_publications/fp149-butz.pdf
Butz, M.V., & Pelikan, M. (2006). Studying XCS/BOA learning in Boolean functions: Structure encoding and random boolean functions. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2006). 1449-1456.
butz
AREA:Forward models
KINDOF:Improvement
KINDOF:Integration
KINDOF:Methodological
PARTNER:UW-COGSCI
2007-03-13 20:52:37Hyper-ellipsoidal conditions in XCS
http://www.mindraces.org/public_references/uwcogsci_publications/fp150-butz.pdf
Butz, M.V., Lanzi, P. L., Wilson, S. W. (2006). Hyper-ellipsoidal conditions in XCS: Rotation, linear approximation, and solution structure. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2006). 1457-1464
butz
AREA:Forward models
KINDOF:Improvement
KINDOF:Integration
KINDOF:Methodological
PARTNER:UW-COGSCI
WPS:4
2007-03-13 20:55:27The Interplay of Analogy-Making with Active Vision and Motor Control in Anticipatory Robots
http://www.mindraces.org/public_references/nbu_publications/abials06.pdf
Kiril Kiryazov, Georgi Petkov, Maurice Grinberg, Boicho Kokinov, Christian Balkenius (2006); Anticipatory Behavior in Adaptive Learning Systems: From Brains to Individual and Social Behavior, LNAI number 4520
kiriazov
AREA:Symbolic representations
KINDOF:Improvement
KINDOF:Integration
KINDOF:Modelling
KINDOF:Novel Approach
PARTNER:LUCS
PARTNER:NBU
THEME:Analogy-based
THEME:Attention
THEME:Cognitive processes
THEME:Context
WPS:3
WPS:4
WPS:6
2007-05-09 14:45:17Modeling Top-Down Perception and Analogical Transfer with Single Anticipatory Mechanism.
http://www.mindraces.org/public_references/nbu_publications/EuroCogSci07.pdf
Georgi Petkov, Kiril Kiryazov, Maurice Grinberg, Boicho Kokinov (2007); Proceedings of the Second European Cognitive Science Conference, Greece
kiriazov
AREA:Symbolic representations
KINDOF:Improvement
KINDOF:Integration
KINDOF:Modelling
KINDOF:Novel Approach
PARTNER:LUCS
PARTNER:NBU
THEME:Analogy-based
THEME:Attention
THEME:Cognitive processes
THEME:Context
WPS:3
WPS:4
WPS:6
2007-05-09 14:52:28The cognitive and behavioral mediation of institutions: Towards an account of institutional actions
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2007-04-10.9430302563
Tummolini L., Castelfranchi C. (2006); Cognitive Systems Research, 7(2-3), 307-323.
tummolini
AREA:Social behaviour
AREA:Symbolic representations
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Cognitive processes
WPS:4
2007-04-10 12:35:51Establishing Mutual Beliefs by Joint Attention: towards a Formal Model of Public Events.
http://www.mindraces.org/public_references/istc_cnr_publications/COGSCI05.pdf
Lorini E., Tummolini L., Herzig A. (2005); In Bruno G. Bara, Lawrence Barsalou, & Monica Bucciarelli, Proceedings of the XXVII Annual Conference of the Cognitive Science Society, July 21-23, Stresa, Italy
tummolini
AREA:Social behaviour
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Attention
WPS:3
2007-04-10 12:37:39“Exhibitionists” and “Voyeurs” do it better: a Shared Environment for Flexible Coordination with Tacit Messages
http://www.mindraces.org/public_references/istc_cnr_publications/TCRVO-E4MAS.pdf
Tummolini, L., Castelfranchi C., Ricci, A. Viroli, M., Omicini, A. (2005); in H. van Parunak, D. Weyns (Eds.) Lecture Notes in Artificial Intelligence, LNAI 3374, Sringer-Verlag Heidelberg, pp. 215-231.
tummolini
AREA:Social behaviour
KINDOF:Modelling
PARTNER:ISTC-CNR
THEME:Cognitive processes
2007-04-10 12:39:22Modeling Expectations in Cognitive Agents
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2007-04-10.6308327894
Lorini, E., Falcone, R. (2005); In Proceedings of AAAI 2005 Fall Symposium-From Reactive to Anticipatory Cognitive Embodied Systems, Arlington, Virginia, USA, 3-6 November, 2005.
tummolini
AREA:Symbolic representations
PARTNER:ISTC-CNR
THEME:Active vision
THEME:Goals
WPS:5
2007-04-10 12:41:59
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2009-10-14.0536553618
tummolini2009-10-14 11:04:13
http://www.mindraces.org/public_references/istc_cnr_publications/mindracesfile.2009-10-14.0619872201
tummolini2009-10-14 11:04:21