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

Fixed-Horizon Temporal Difference Methods for Stable Reinforcement Learning AAAI 2020
Off-Policy Evaluation and Learning for External Validity under a Covariate Shift NIPS 2020
Variance-Reduced Off-Policy TDC Learning: Non-Asymptotic Convergence Analysis NIPS 2020
Semantic Visual Navigation by Watching YouTube Videos NIPS 2020
Generalized Hindsight for Reinforcement Learning NIPS 2020
Finite-Sample Analysis of Contractive Stochastic Approximation Using Smooth Convex Envelopes NIPS 2020
Doubly Robust Off-Policy Value and Gradient Estimation for Deterministic Policies NIPS 2020
Provably Efficient Neural GTD for Off-Policy Learning NIPS 2020
Off-Policy Imitation Learning from Observations NIPS 2020
Self-Imitation Learning via Generalized Lower Bound Q-learning NIPS 2020
Cooperative Heterogeneous Deep Reinforcement Learning NIPS 2020
Online Meta-Critic Learning for Off-Policy Actor-Critic Methods NIPS 2020
A Self-Tuning Actor-Critic Algorithm NIPS 2020
Learning Dexterous Manipulation from Suboptimal Experts CORL 2020
Towards General and Autonomous Learning of Core Skills: A Case Study in Locomotion CORL 2020
Trajectory-Based Off-Policy Deep Reinforcement Learning ICML 2019
Making Deep Q-learning methods robust to time discretization ICML 2019
Learning Reward Machines for Partially Observable Reinforcement Learning NIPS 2019
Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction NIPS 2019
Leveraging exploration in off-policy algorithms via normalizing flows CORL 2019
Experience Replay for Continual Learning NIPS 2019
Experience Replay Optimization IJCAI 2019
Off-Policy Policy Gradient with Stationary Distribution Correction UAI 2019
Batch Policy Learning under Constraints ICML 2019
Guided Meta-Policy Search NIPS 2019