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Risking your Tail: Modeling Individual Differences in Risk-sensitive Exploration using Bayes Adaptive Markov Decision Processes
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Risking your Tail: Modeling Individual Differences in Risk-sensitive Exploration using Bayes Adaptive Markov Decision Processes (2024)Risking your Tail: Modeling Individual Di…Peril, prudence and planning as risk, avoidance and worry (2021)Peril, prudence and planning …The first steps on long marches: The costs of active observation (2020)The first steps on long march…Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach (2015)Risk-Sensitive and Robust Dec…Humans use directed and random exploration to solve the explore–exploit dilemma. (2014)Humans use directed and rando…Information-seeking, curiosity, and attention: computational and neural mechanisms (2013)Information-seeking, curiosit…Optimal learning: computational procedures for bayes-adaptive markov decision processes (2002)Optimal learning: computation…Coherent Measures of Risk (1999)Coherent Measures of RiskOn the Gittins Index for Multiarmed Bandits (1992)On the Gittins Index for Mult…Bandit Processes and Dynamic Allocation Indices (1979)Bandit Processes and Dynamic …Patterns of attachment behavior shown by the infant in interaction with his mother. (1964)Patterns of attachment behavi…Conflict, arousal, and curiosity. (1960)The psychology of curiosity: A review and reinterpretation. (1994)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Intrinsic motivation, curiosity, and learning (2016)The Emerging Neuroscience of Intrinsic Motivation: A New Frontier in Self-Determination Research (2017)Towards a neuroscience of active sampling and curiosity (2018)Risk, Ambiguity, and the Savage Axioms (1961)Individual Choice Behavior (1962)Recent developments in modeling preferences: Uncertainty and ambiguity (1992)The Psychology and Neuroscience of Curiosity (2015)Childhood as a solution to explore–exploit tensions (2020)A reward-learning framework of knowledge acquisition: An integrated account of curiosity, interest, and intrinsic–extrinsic rewards. (2022)Optimization of conditional value-at-risk (2000)Robust Control of Markov Decision Processes with Uncertain Transition Matrices (2005)Sequential Decision Making With Coherent Risk (2016)Safety-Aware Optimal Control of Stochastic Systems Using Conditional Value-at-Risk (2018)Recent Advances in Reinforcement Learning in Finance (2021)Some aspects of the sequential design of experiments (1952)Applied Statistical Decision Theory (1962)Applied Statistical Decision Theory. (1962)Restless bandits: activity allocation in a changing world (1988)Legislative leviathan: party government in the House (1993)PORTFOLIO SELECTION* (1952)Prospect Theory: An Analysis of Decision under Risk (1979)Advances in prospect theory: Cumulative representation of uncertainty (1992)Two steps to risk sensitivity (2021)Individual differences in tail risk sensitive exploration using Bayes-adaptive Markov decision processes (2024)Computational Aspects of Cooperative Game Theory (2012)From Bandits to Monte-Carlo Tree Search: The Optimistic Principle Applied to Optimization and Planning (2014)Modern Bayesian Experimental Design (2024)Multi-Armed Bandit Problems (2007)Kullback–Leibler upper confidence bounds for optimal sequential allocation (2013)Multi-armed Bandit Models for the Optimal Design of Clinical Trials: Benefits and Challenges (2015)Conditional value-at-risk for general loss distributions (2002)Modeling and Forecasting Realized Volatility (2003)Theory and Applications of Robust Optimization (2010)Individual Differences in the Development of Some Attachment Behaviors. (1972)Indicators of Children’s Well-Being (2009)Contextual stress and maternal sensitivity: A meta-analytic review of stress associations with the Maternal Behavior Q-Sort in observational studies (2018)When planning to survive goes wrong: predicting the future and replaying the past in anxiety and PTSD (2018)Interactions between attributions and beliefs at trial-by-trial level: Evidence from a novel computer game task (2022)Political reinforcement learners (2024)
this work references cited by second hop

References

  • 1999Coherent Measures of Risk8,849 cited
  • 1979Bandit Processes and Dynamic Allocation Indices1,488 cited
  • 2013Information-seeking, curiosity, and attention: computational and neural mechanisms784 cited
  • 2014Humans use directed and random exploration to solve the explore–exploit dilemma.578 cited
  • 1992On the Gittins Index for Multiarmed Bandits259 cited
  • 1964Patterns of attachment behavior shown by the infant in interaction with his mother.249 cited
  • 2002Optimal learning: computational procedures for bayes-adaptive markov decision processes236 cited
  • 2015Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach143 cited
  • 2021Peril, prudence and planning as risk, avoidance and worry26 cited
  • 2020The first steps on long marches: The costs of active observation16 cited

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