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conftrace_

least-squares temporal difference

10 papers

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Also known as

LSTD

Co-occurring keywords · papers mentioning both

temporal difference learning (6) reinforcement learning (6) linear function approximation (4) function approximation (4) eligibility trace (3) policy iteration (3) random projection (2) off-policy learning (2) value function approximation (2) policy evaluation (2)

Papers

A Complete Characterization of Linear Estimators for Offline Policy Evaluation JMLR 2023 Context-dependent upper-confidence bounds for directed exploration NeurIPS 2018 Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces IJCAI 2018 Learning the Variance of the Reward-To-Go JMLR 2016 On the Rate of Convergence and Error Bounds for LSTD(λ) ICML 2015 Weighted importance sampling for off-policy learning with linear function approximation NeurIPS 2014 LSTD with Random Projections NeurIPS 2010 Regularized Policy Iteration NeurIPS 2008 iLSTD: Eligibility Traces and Convergence Analysis NeurIPS 2006 Least-Squares Policy Iteration JMLR 2003