conftrace_

bellman residual

16 papers

Explore in graph

Co-occurring keywords

reinforcement learning (4352) policy iteration (99) value function approximation (100) markov decision process (790) function approximation (319) bellman residual minimization (3) approximate dynamic programming (31) value function (295) offline reinforcement learning (492) temporal difference learning (149)

Papers

Neural Network Approximation for Pessimistic Offline Reinforcement Learning AAAI 2024
Krylov–Bellman boosting: Super-linear policy evaluation in general state spaces AISTATS 2023
Bellman Residual Orthogonalization for Offline Reinforcement Learning NIPS 2022
Variance-Aware Off-Policy Evaluation with Linear Function Approximation NIPS 2021
Fast Rates for the Regret of Offline Reinforcement Learning COLT 2021
Learning Nash Equilibrium for General-Sum Markov Games from Batch Data AISTATS 2017
Is the Bellman residual a bad proxy? NIPS 2017
Policy Evaluation with Temporal Differences: A Survey and Comparison JMLR 2014
Sparse Reinforcement Learning via Convex Optimization ICML 2014
Difference of Convex Functions Programming for Reinforcement Learning NIPS 2014
Robust Approximate Bilinear Programming for Value Function Approximation JMLR 2011
Error Propagation for Approximate Policy and Value Iteration NIPS 2010
Finite-sample Analysis of Bellman Residual Minimization ACML 2010
Robust Value Function Approximation Using Bilinear Programming NIPS 2009
Regularized Policy Iteration NIPS 2008
Finite-Time Bounds for Fitted Value Iteration JMLR 2008