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temporal difference learning

149 papers

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Also known as

TD TD LEARNING TD-LEARNING LSTD GTD

Co-occurring keywords

reinforcement learning (4122) policy evaluation (115) function approximation (319) value function (294) markov decision process (788) off-policy learning (227) stochastic approximation (101) linear function approximation (101) policy optimization (630) convergence analysis (394)

Papers

True Online TD(lambda) ICML 2014
Policy Evaluation with Temporal Differences: A Survey and Comparison JMLR 2014
Universal Option Models NIPS 2014
Temporal Difference Methods for the Variance of the Reward To Go ICML 2013
Regularized Off-Policy TD-Learning NIPS 2012
Generalized TD Learning JMLR 2011
A Non-Parametric Approach to Dynamic Programming NIPS 2011
Environmental statistics and the trade-off between model-based and TD learning in humans NIPS 2011
TD_gamma: Re-evaluating Complex Backups in Temporal Difference Learning NIPS 2011
LSTD with Random Projections NIPS 2010
Predictive State Temporal Difference Learning NIPS 2010
Training Factor Graphs with Reinforcement Learning for Efficient MAP Inference NIPS 2009
Learning to Use Working Memory in Partially Observable Environments through Dopaminergic Reinforcement NIPS 2008
Regularized Policy Iteration NIPS 2008
Temporal Difference Based Actor Critic Learning - Convergence and Neural Implementation NIPS 2008
Value Function Based Reinforcement Learning in Changing Markovian Environments JMLR 2008
On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor NIPS 2008
Temporal Difference Updating without a Learning Rate NIPS 2007
Incremental Natural Actor-Critic Algorithms NIPS 2007
What makes some POMDP problems easy to approximate? NIPS 2007
Transfer Learning via Inter-Task Mappings for Temporal Difference Learning JMLR 2007
Evolutionary Function Approximation for Reinforcement Learning JMLR 2006
iLSTD: Eligibility Traces and Convergence Analysis NIPS 2006
On the Convergence of Optimistic Policy Iteration JMLR 2002