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Modeling Human Performance in Restless Bandits with Particle Filters
16 references·1 citing·42 second hop
Modeling Human Performance in Restless Bandits with Particle Filters (2009)Modeling Human Performance in Restless Ba…Journal of the Experimental Analysis of Behavior (2018)Journal of the Experimental A…A Bayesian analysis of human decision-making on bandit problems (2009)A Bayesian analysis of human …Detecting and predicting changes (2008)Detecting and predicting chan…The combined effect of information and experience on drivers’ route-choice behavior (2007)The combined effect of inform…The Impact of Travel Time Information on Travelers’ Learning under Uncertainty (2006)The Impact of Travel Time Inf…Detecting Regime Shifts: The Causes of Under- and Overreaction (2005)Detecting Regime Shifts: The …Is probability matching smart? Associations between probabilistic choices and cognitive ability (2003)Is probability matching smart…Adaptation as Information Restriction: The Hot Stove Effect (2001)Adaptation as Information Res…Sequential Choice Under Ambiguity: Intuitive Solutions to the Armed-Bandit Problem (1995)Sequential Choice Under Ambig…The adaptive nature of human categorization. (1991)The adaptive nature of human …Multi-Armed Bandit Allocation Indices. (1990)Multi-Armed Bandit Allocation…Multi-Armed Bandit Allocation Indices (1989)Multi-Armed Bandit Allocation…Restless bandits: activity allocation in a changing world (1988)Restless bandits: activity al…Bandit Problems, Sequential Allocation of Experiments. (1987)Bandit Problems, Sequential A…TIME ALLOCATION IN HUMAN VIGILANCE 1 (1975)TIME ALLOCATION IN HUMAN VIGI…Some aspects of the sequential design of experiments (1952)Some aspects of the sequentia…Aversion to option loss in a restless bandit task (2018)Aversion to option loss in a …Manual for Raven's progressive matrices and vocabulary scales (1998)Simple Heuristics That Make Us Smart (1999)Uncertainty and Exploration in a Restless Bandit Problem (2015)Generalization guides human exploration in vast decision spaces (2018)Balancing exploration and exploitation with information and randomization (2020)A Stochastic Approximation Method (1951)The Nonstochastic Multiarmed Bandit Problem (2002)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Judgment under Uncertainty: Heuristics and Biases (1974)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)Regret theory-based route choices and traffic equilibria (2011)Rewarding rush-hour avoidance: A study of commuters’ travel behavior (2011)Response to Travel Information: A Behavioural Review (2015)Bandit Processes and Dynamic Allocation Indices (1979)On an index policy for restless bandits (1990)The Psychology and Neuroscience of Curiosity (2015)Bandit Algorithms (2020)The Senses Considered as Perceptual Systems (1969)Family resemblances: Studies in the internal structure of categories (1975)The spandrels of San Marco and the Panglossian paradigm: a critique of the adaptationist programme (1979)Interdependence, Interaction, and Relationships (2002)Human Category Learning (2004)Semantic Cognition: A Parallel Distributed Processing Approach (2004)Institutionalized Organizations: Formal Structure as Myth and Ceremony (1977)The Iron Cage Revisited: Institutional Isomorphism and Collective Rationality in Organizational Fields (1983)The economics of strategic opportunity (2003)Rationality, foolishness, and adaptive intelligence (2006)Behavioral strategy (2011)Diffusion of Innovations 1 (2019)Learning by Doing and the Choice of Technology (1996)Linearly Parameterized Bandits (2010)Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms (2011)An Empirical Evaluation of Thompson Sampling (2011)Analysis of Thompson Sampling for the multi-armed bandit problem (2011)Introduction to Multi-Armed Bandits (2019)Self‐awareness and the emergence of mind in primates (1982)Game theory and the evolution of behaviour (1984)“Economic man” in cross-cultural perspective: Behavioral experiments in 15 small-scale societies (2005)Restless Bandits, Linear Programming Relaxations, and a Primal-Dual Index Heuristic (2000)An Inverse-Optimization-Based Auction Mechanism to Support a Multiattribute RFQ Process (2003)Adaptation and inertia in dynamic environments (2015)
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References

  • 1952Some aspects of the sequential design of experiments2,183 cited
  • 1988Restless bandits: activity allocation in a changing world1,174 cited
  • 1991The adaptive nature of human categorization.1,068 cited
  • 1990Multi-Armed Bandit Allocation Indices.997 cited
  • 2001Adaptation as Information Restriction: The Hot Stove Effect716 cited
  • 1987Bandit Problems, Sequential Allocation of Experiments.566 cited
  • 2018Journal of the Experimental Analysis of Behavior391 cited
  • 1989Multi-Armed Bandit Allocation Indices280 cited
  • 2009A Bayesian analysis of human decision-making on bandit problems209 cited
  • 2007The combined effect of information and experience on drivers’ route-choice behavior183 cited
  • 2006The Impact of Travel Time Information on Travelers’ Learning under Uncertainty168 cited
  • 2005Detecting Regime Shifts: The Causes of Under- and Overreaction154 cited
  • 2003Is probability matching smart? Associations between probabilistic choices and cognitive ability143 cited
  • 2008Detecting and predicting changes124 cited
  • 1975TIME ALLOCATION IN HUMAN VIGILANCE 1122 cited
  • 1995

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Sequential Choice Under Ambiguity: Intuitive Solutions to the Armed-Bandit Problem
118 cited

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  • 2018Aversion to option loss in a restless bandit task0 cited