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Policy Learning

2068 directly classified papers

Papers per year

Papers

Policy Learning for Fairness in Ranking NIPS 2019
Learning Reward Machines for Partially Observable Reinforcement Learning NIPS 2019
Exploration via Hindsight Goal Generation NIPS 2019
VIREL: A Variational Inference Framework for Reinforcement Learning NIPS 2019
Constrained Reinforcement Learning Has Zero Duality Gap NIPS 2019
Compositional Plan Vectors NIPS 2019
Generalized Off-Policy Actor-Critic NIPS 2019
On the Correctness and Sample Complexity of Inverse Reinforcement Learning NIPS 2019
Logarithmic Regret for Online Control NIPS 2019
Epsilon-Best-Arm Identification in Pay-Per-Reward Multi-Armed Bandits NIPS 2019
A Composable Specification Language for Reinforcement Learning Tasks NIPS 2019
Shared Autonomy via Deep Reinforcement Learning RSS 2018
Sim-to-Real: Learning Agile Locomotion For Quadruped Robots RSS 2018
Simplifying Reward Design through Divide-and-Conquer RSS 2018
Adaptive Multi-pass Decoder for Neural Machine Translation EMNLP 2018
Policy Evaluation and Optimization with Continuous Treatments AISTATS 2018
Total stochastic gradient algorithms and applications in reinforcement learning NIPS 2018
Improving Reinforcement Learning Based Image Captioning with Natural Language Prior EMNLP 2018
Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning EMNLP 2018
Action-Constrained Markov Decision Processes With Kullback-Leibler Cost COLT 2018
Subgoal Discovery for Hierarchical Dialogue Policy Learning EMNLP 2018
Decoupling Strategy and Generation in Negotiation Dialogues EMNLP 2018
Automatic Poetry Generation with Mutual Reinforcement Learning EMNLP 2018
Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies NIPS 2018
[RETRACTED] Playing 20 Question Game with Policy-Based Reinforcement Learning EMNLP 2018