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off-policy reinforcement learning

34 papers

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Co-occurring keywords

off-policy learning (228) reinforcement learning (4352) deep reinforcement learning (903) function approximation (319) policy optimization (657) sample efficiency (472) continual learning (1181) representation learning (6206) convergence guarantee (169) action space (47)

Papers

Representations for Stable Off-Policy Reinforcement Learning ICML 2020
GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values ICML 2020
Growing Action Spaces ICML 2020
Emergent Real-World Robotic Skills via Unsupervised Off-Policy Reinforcement Learning RSS 2020
Off-Policy Deep Reinforcement Learning without Exploration ICML 2019
A Topic-Aware Reinforced Model for Weakly Supervised Stance Detection AAAI 2019
Remember and Forget for Experience Replay ICML 2019
Safe and Efficient Off-Policy Reinforcement Learning NIPS 2016
Double Q-learning NIPS 2010