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policy evaluation

115 papers

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Also known as

OPE

Co-occurring keywords

reinforcement learning (4122) temporal difference learning (149) value function (294) offline reinforcement learning (492) causal inference (1619) function approximation (319) off-policy learning (227) markov decision process (788) temporal-difference learning (42) linear function approximation (101)

Papers

Policy Evaluation Using the Ω-Return NIPS 2015
A Deeper Look at Planning as Learning from Replay ICML 2015
Quasi Newton Temporal Difference Learning ACML 2014
Policy Evaluation with Temporal Differences: A Survey and Comparison JMLR 2014
Temporal Difference Methods for the Variance of the Reward To Go ICML 2013
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces NIPS 2013
Finite-Sample Analysis of Least-Squares Policy Iteration JMLR 2012
On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems AISTATS 2012
A Non-Parametric Approach to Dynamic Programming NIPS 2011
Generalized TD Learning JMLR 2011
Linear Complementarity for Regularized Policy Evaluation and Improvement NIPS 2010
Model-Free Monte Carlo-like Policy Evaluation AISTATS 2010
Multi-Step Dyna Planning for Policy Evaluation and Control NIPS 2009
A Convergent $O(n)$ Temporal-difference Algorithm for Off-policy Learning with Linear Function Approximation NIPS 2008
iLSTD: Eligibility Traces and Convergence Analysis NIPS 2006