conftrace_

value function approximation

110 papers

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Also known as

VFA

Co-occurring keywords · papers mentioning both

reinforcement learning (43) value function (21) markov decision process (19) temporal difference learning (14) off-policy learning (13) policy iteration (11) regret bound (8) deep reinforcement learning (8) bellman error (7) sample complexity (7)

Papers

Finite-sample Analysis of Bellman Residual Minimization ACML 2010 Predictive State Temporal Difference Learning NeurIPS 2010 A Smoothed Approximate Linear Program NeurIPS 2009 Convergent Temporal-Difference Learning with Arbitrary Smooth Function Approximation NeurIPS 2009 Robust Value Function Approximation Using Bilinear Programming NeurIPS 2009 Biasing Approximate Dynamic Programming with a Lower Discount Factor NeurIPS 2008 Value Function Approximation using Multiple Aggregation for Multiattribute Resource Management JMLR 2008 Fitted Q-iteration in continuous action-space MDPs NeurIPS 2007 Reinforcement Learning with Factored States and Actions JMLR 2004 Least-Squares Policy Iteration JMLR 2003