conftrace_

value function

295 papers

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Also known as

V FUNCTION

Co-occurring keywords

reinforcement learning (4352) deep reinforcement learning (903) policy optimization (657) markov decision process (790) offline reinforcement learning (492) temporal difference learning (149) sample efficiency (472) function approximation (319) off-policy learning (228) model-based reinforcement learning (415)

Papers

Action-Gap Phenomenon in Reinforcement Learning NIPS 2011
Reinforcement Learning using Kernel-Based Stochastic Factorization NIPS 2011
Generalized TD Learning JMLR 2011
Infinite-Horizon Model Predictive Control for Periodic Tasks with Contacts RSS 2011
The Fixed Points of Off-Policy TD NIPS 2011
TD_gamma: Re-evaluating Complex Backups in Temporal Difference Learning NIPS 2011
A Reduction from Apprenticeship Learning to Classification NIPS 2010
Basis Construction from Power Series Expansions of Value Functions NIPS 2010
Finite-sample Analysis of Bellman Residual Minimization ACML 2010
Multi-Step Dyna Planning for Policy Evaluation and Control NIPS 2009
Convergent Temporal-Difference Learning with Arbitrary Smooth Function Approximation NIPS 2009
Value Function Based Reinforcement Learning in Changing Markovian Environments JMLR 2008
Bounding Performance Loss in Approximate MDP Homomorphisms NIPS 2008
Random Sampling of States in Dynamic Programming NIPS 2007
Stable Dual Dynamic Programming NIPS 2007
Fitted Q-iteration in continuous action-space MDPs NIPS 2007
Linearly-solvable Markov decision problems NIPS 2006
Action Elimination and Stopping Conditions for the Multi-Armed Bandit and Reinforcement Learning Problems JMLR 2006
Sample Complexity of Policy Search with Known Dynamics NIPS 2006
An MDP-Based Recommender System JMLR 2005