conftrace_

off-policy learning

228 papers

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Also known as

OPL

Co-occurring keywords

reinforcement learning (4352) deep reinforcement learning (903) policy gradient (520) sample efficiency (472) continuous control (246) temporal difference learning (149) policy optimization (657) value function (295) off-policy reinforcement learning (34) importance sampling (318)

Papers

State-Conditioned Adversarial Subgoal Generation AAAI 2023
Efficient Online Reinforcement Learning with Offline Data ICML 2023
Goal-Conditioned Q-learning as Knowledge Distillation AAAI 2023
When is Realizability Sufficient for Off-Policy Reinforcement Learning? ICML 2023
Modified Retrace for Off-Policy Temporal Difference Learning UAI 2023
Off-Policy Actor-Critic with Emphatic Weightings JMLR 2023
Unified Off-Policy Learning to Rank: a Reinforcement Learning Perspective NIPS 2023
Planning and Learning with Adaptive Lookahead AAAI 2023
Towards Robust and Safe Reinforcement Learning with Benign Off-policy Data ICML 2023
Trajectory-Aware Eligibility Traces for Off-Policy Reinforcement Learning ICML 2023
Simultaneously Updating All Persistence Values in Reinforcement Learning AAAI 2023
Coordinate Ascent for Off-Policy RL with Global Convergence Guarantees AISTATS 2023
Off-Policy Proximal Policy Optimization AAAI 2023
Multi-Task Off-Policy Learning from Bandit Feedback ICML 2023
Deep Off-Policy Iterative Learning Control L4DC 2023
DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm ICML 2023
Learning Pessimism for Reinforcement Learning AAAI 2023
STEER: Unified Style Transfer with Expert Reinforcement EMNLP 2023
The Optimal Approximation Factors in Misspecified Off-Policy Value Function Estimation ICML 2023
PAC-Bayesian Offline Contextual Bandits With Guarantees ICML 2023
Exponential Smoothing for Off-Policy Learning ICML 2023
Why Target Networks Stabilise Temporal Difference Methods ICML 2023
Parallel $Q$-Learning: Scaling Off-policy Reinforcement Learning under Massively Parallel Simulation ICML 2023
VA-learning as a more efficient alternative to Q-learning ICML 2023
The Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure AAAI 2023