temporal difference learning

Exploiting Best-Match Equations for Efficient Reinforcement Learning JMLR 2011 Generalized TD Learning JMLR 2011 TD_gamma: Re-evaluating Complex Backups in Temporal Difference Learning NeurIPS 2011 The Fixed Points of Off-Policy TD NeurIPS 2011 LSTD with Random Projections NeurIPS 2010 Predictive State Temporal Difference Learning NeurIPS 2010 Bootstrapping from Game Tree Search NeurIPS 2009 Convergent Temporal-Difference Learning with Arbitrary Smooth Function Approximation NeurIPS 2009 Training Factor Graphs with Reinforcement Learning for Efficient MAP Inference NeurIPS 2009 A Convergent $O(n)$ Temporal-difference Algorithm for Off-policy Learning with Linear Function Approximation NeurIPS 2008 Learning to Use Working Memory in Partially Observable Environments through Dopaminergic Reinforcement NeurIPS 2008 On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor NeurIPS 2008 Regularized Policy Iteration NeurIPS 2008 Temporal Difference Based Actor Critic Learning - Convergence and Neural Implementation NeurIPS 2008 Value Function Based Reinforcement Learning in Changing Markovian Environments JMLR 2008 Incremental Natural Actor-Critic Algorithms NeurIPS 2007 Temporal Difference Updating without a Learning Rate NeurIPS 2007 Transfer Learning via Inter-Task Mappings for Temporal Difference Learning JMLR 2007 What makes some POMDP problems easy to approximate? NeurIPS 2007 Evolutionary Function Approximation for Reinforcement Learning JMLR 2006 iLSTD: Eligibility Traces and Convergence Analysis NeurIPS 2006 On the Convergence of Optimistic Policy Iteration JMLR 2002