Action understanding as inverse planning

[1]  M. Botvinick,et al.  Hierarchically organized behavior and its neural foundations: A reinforcement learning perspective , 2009, Cognition.

[2]  Dimitri P. Bertsekas,et al.  Neuro-Dynamic Programming , 2009, Encyclopedia of Optimization.

[3]  P. Dayan,et al.  Decision theory, reinforcement learning, and the brain , 2008, Cognitive, affective & behavioral neuroscience.

[4]  Raymond J. Dolan,et al.  Game Theory of Mind , 2008, PLoS Comput. Biol..

[5]  W. Richards,et al.  Perception as Bayesian Inference , 2008 .

[6]  Viktor K. Jirsa,et al.  Distinct Timing Mechanisms Produce Discrete and Continuous Movements , 2008, PLoS Comput. Biol..

[7]  Noah D. Goodman,et al.  Theory-based Social Goal Inference , 2008 .

[8]  Konrad Paul Kording,et al.  Decision Theory: What "Should" the Nervous System Do? , 2007, Science.

[9]  J. Tenenbaum,et al.  Bayesian Special Section Learning Overhypotheses with Hierarchical Bayesian Models , 2022 .

[10]  Henry A. Kautz,et al.  Learning and inferring transportation routines , 2004, Artif. Intell..

[11]  Patrice D. Tremoulet,et al.  The influence of spatial context and the role of intentionality in the interpretation of animacy from motion , 2006, Perception & psychophysics.

[12]  J. Tenenbaum,et al.  Opinion TRENDS in Cognitive Sciences Vol.10 No.7 July 2006 Special Issue: Probabilistic models of cognition Theory-based Bayesian models of inductive learning and reasoning , 2022 .

[13]  Rajesh P. N. Rao,et al.  Goal-Based Imitation as Probabilistic Inference over Graphical Models , 2005, NIPS.

[14]  Joshua B. Tenenbaum,et al.  Bayesian models of human action understanding , 2005, NIPS.

[15]  H. Wellman,et al.  Infants' understanding of object-directed action , 2005, Cognition.

[16]  P. Dayan,et al.  Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control , 2005, Nature Neuroscience.

[17]  P. Todd,et al.  Accurate judgments of intention from motion cues alone: A cross-cultural study , 2005 .

[18]  R. Saxe.  Against simulation: the argument from error , 2005, Trends in Cognitive Sciences.

[19]  Karl J. Friston,et al.  Activation in Posterior Superior Temporal Sulcus Parallels Parameter Inducing the Percept of Animacy , 2005, Neuron.

[20]  Richard S. Sutton,et al.  Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.

[21]  A. Brix.  Bayesian Data Analysis, 2nd edn , 2005 .

[22]  Noah D. Goodman,et al.  Intuitive Theories of Mind: A Rational Approach to False Belief , 2005 .

[23]  Jeffrey M. Zacks,et al.  Using movement and intentions to understand simple events , 2004, Cogn. Sci..

[24]  J. J. Guajardo,et al.  Is agency skin-deep? Surface attributes influence infants' sensitivity to goal-directed action , 2004 .

[25]  E. Todorov.  Optimality principles in sensorimotor control , 2004, Nature Neuroscience.

[26]  Ralph Adolphs,et al.  Impaired spontaneous anthropomorphizing despite intact perception and social knowledge. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[27]  B. Sodian,et al.  Do infants apply the principle of rational action to human agents , 2004 .

[28]  Shobha Venkataraman,et al.  Efficient Solution Algorithms for Factored MDPs , 2003, J. Artif. Intell. Res..

[29]  P. Skudlarski,et al.  The role of the fusiform face area in social cognition: implications for the pathobiology of autism. , 2003, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[30]  György Gergely,et al.  One-year-old infants use teleological representations of actions productively , 2003, Cogn. Sci..

[31]  Svetha Venkatesh,et al.  Policy Recognition in the Abstract Hidden Markov Model , 2002 .

[32]  Edward H. Adelson,et al.  Motion illusions as optimal percepts , 2002, Nature Neuroscience.

[33]  A. Shwartz,et al.  Handbook of Markov decision processes : methods and applications , 2002 .

[34]  John Hale,et al.  A Probabilistic Earley Parser as a Psycholinguistic Model , 2001, NAACL.

[35]  C. Frith,et al.  Movement and Mind: A Functional Imaging Study of Perception and Interpretation of Complex Intentional Movement Patterns , 2000, NeuroImage.

[36]  Patrice D. Tremoulet,et al.  Perceptual causality and animacy , 2000, Trends in Cognitive Sciences.

[37]  Patrice D. Tremoulet,et al.  Perception of Animacy from the Motion of a Single Object , 2000, Perception.

[38]  Thomas G. Dietterich.  Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition , 1999, J. Artif. Intell. Res..

[39]  Andrew Y. Ng,et al.  Pharmacokinetics of a novel formulation of ivermectin after administration to goats , 2000, ICML.

[40]  G. Csibra,et al.  Goal attribution without agency cues: the perception of ‘pure reason’ in infancy , 1999, Cognition.

[41]  Kenji Doya,et al.  What are the computations of the cerebellum, the basal ganglia and the cerebral cortex? , 1999, Neural Networks.

[42]  P. Todd,et al.  How motion reveals intention: Categorizing social interactions , 1999 .

[43]  P. Todd,et al.  Simple Heuristics That Make Us Smart , 1999 .

[44]  A. Woodward.  Infants selectively encode the goal object of an actor's reach , 1998, Cognition.

[45]  S. Carey,et al.  Whose gaze will infants follow? The elicitation of gaze-following in 12-month-olds , 1998 .

[46]  Leslie Pack Kaelbling,et al.  Planning and Acting in Partially Observable Stochastic Domains , 1998, Artif. Intell..

[47]  Stuart J. Russell,et al.  Reinforcement Learning with Hierarchies of Machines , 1997, NIPS.

[48]  R. Shiffrin,et al.  A model for recognition memory: REM—retrieving effectively from memory , 1997, Psychonomic bulletin & review.

[49]  György Gergely,et al.  Teleological reasoning in infancy: The infant's naive theory of rational action A reply to Premack and Premack , 1997, Cognition.

[50]  Peter Dayan,et al.  A Neural Substrate of Prediction and Reward , 1997, Science.

[51]  A. Gopnik,et al.  Words, thoughts, and theories , 1997 .

[52]  J. Filar,et al.  Competitive Markov Decision Processes , 1996 .

[53]  Allan D. Jepson,et al.  Priors, preferences and categorical percepts , 1996 .

[54]  A. Premack,et al.  Causal cognition : a multidisciplinary debate , 1996 .

[55]  David B. Dunson,et al.  Bayesian Data Analysis , 2010 .

[56]  Ben J. A. Kröse,et al.  Learning from delayed rewards , 1995, Robotics Auton. Syst..

[57]  A. Meltzoff.  Understanding the Intentions of Others: Re-Enactment of Intended Acts by 18-Month-Old Children. , 1995, Developmental psychology.

[58]  S.J.J. Smith,et al.  Empirical Methods for Artificial Intelligence , 1995 .

[59]  Z. Nadasdy,et al.  Taking the intentional stance at 12 months of age , 1995, Cognition.

[60]  Dimitri P. Bertsekas,et al.  Dynamic Programming and Optimal Control, Two Volume Set , 1995 .

[61]  David C. Knill,et al.  Object classification for human and ideal observers , 1995, Vision Research.

[62]  H. Wellman,et al.  Children Talk About the Mind , 1995 .

[63]  L. Kaufman,et al.  Distinguishing Between Animates And Inanimates: Not By Motion Alone , 1995 .

[64]  Michael L. Littman,et al.  Markov Games as a Framework for Multi-Agent Reinforcement Learning , 1994, ICML.

[65]  Martin L. Puterman,et al.  Markov Decision Processes: Discrete Stochastic Dynamic Programming , 1994 .

[66]  Gerald Tesauro,et al.  TD-Gammon, a Self-Teaching Backgammon Program, Achieves Master-Level Play , 1994, Neural Computation.

[67]  Language in the world: Belief–desire psychology , 1994 .

[68]  B. Bower.  A Child's Theory of Mind , 1993 .

[69]  J. Perner.  Understanding the Representational Mind , 1993 .

[70]  J. Q. Smith,et al.  1. Bayesian Statistics 4 , 1993 .

[71]  J. Fodor.  A theory of the child's theory of mind , 1992, Cognition.

[72]  James O. Berger,et al.  Ockham's Razor and Bayesian Analysis , 1992 .

[73]  R. Herrnstein,et al.  Melioration: A Theory of Distributed Choice , 1991 .

[74]  Robert P. Goldman,et al.  A Probabilistic Model of Plan Recognition , 1991, AAAI.

[75]  John R. Anderson.  The Adaptive Character of Thought , 1990 .

[76]  S. Brison.  The Intentional Stance , 1989 .

[77]  Henry M. Wellman,et al.  Young children's reasoning about beliefs , 1988, Cognition.

[78]  A. Meltzoff.  Infant Imitation After a 1-Week Delay: Long-Term Memory for Novel Acts and Multiple Stimuli. , 1988, Developmental psychology.

[79]  Henry A. Kautz,et al.  Generalized Plan Recognition , 1986, AAAI.

[80]  A. Dickinson.  Actions and habits: the development of behavioural autonomy , 1985 .

[81]  Harry G. Barrow,et al.  Interpreting Line Drawings as Three-Dimensional Surfaces , 1980, Artif. Intell..

[82]  A. Caramazza,et al.  Curvilinear motion in the absence of external forces: naive beliefs about the motion of objects. , 1980, Science.

[83]  I. Good.  Some history of the hierarchical Bayesian methodology , 1980 .

[84]  Roger C. Schank,et al.  Scripts, plans, goals and understanding: an inquiry into human knowledge structures , 1978 .

[85]  A. Tversky,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.

[86]  E. Mark Gold,et al.  Language Identification in the Limit , 1967, Inf. Control..

[87]  R. Bellman.  Dynamic Programming , 1957, Science.

[88]  F. Heider.  The psychology of interpersonal relations , 1958 .

[89]  F. Heider,et al.  An experimental study of apparent behavior , 1944 .