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policy gradient

518 papers

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Also known as

SPG A3C CPGA DPG VPG PG

Co-occurring keywords

reinforcement learning (4122) variance reduction (520) deep reinforcement learning (903) continuous control (246) sample efficiency (469) markov decision process (788) policy optimization (630) sample complexity (1158) off-policy learning (227) multi-agent reinforcement learning (534)

Papers

PC-PG: Policy Cover Directed Exploration for Provable Policy Gradient Learning NIPS 2020
Robust Multi-Agent Reinforcement Learning with Model Uncertainty NIPS 2020
Doubly Robust Off-Policy Value and Gradient Estimation for Deterministic Policies NIPS 2020
An Efficient Asynchronous Method for Integrating Evolutionary and Gradient-based Policy Search NIPS 2020
Steady State Analysis of Episodic Reinforcement Learning NIPS 2020
DORB: Dynamically Optimizing Multiple Rewards with Bandits EMNLP 2020
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction IJCAI 2020
Google Research Football: A Novel Reinforcement Learning Environment AAAI 2020
On the Global Convergence Rates of Softmax Policy Gradient Methods ICML 2020
Reinforced Molecular Optimization with Neighborhood-Controlled Grammars NIPS 2020
Independent Policy Gradient Methods for Competitive Reinforcement Learning NIPS 2020
Continual Learning of Control Primitives : Skill Discovery via Reset-Games NIPS 2020
Hierarchical Average Reward Policy Gradient Algorithms (Student Abstract) AAAI 2020
Tree-Structured Policy Based Progressive Reinforcement Learning for Temporally Language Grounding in Video AAAI 2020
Modelling Sentence Pairs via Reinforcement Learning: An Actor-Critic Approach to Learn the Irrelevant Words AAAI 2020
Policy Search by Target Distribution Learning for Continuous Control AAAI 2020
Mastering Complex Control in MOBA Games with Deep Reinforcement Learning AAAI 2020
Uncorrected Least-Squares Temporal Difference with Lambda-Return AAAI 2020
Gradient-Aware Model-Based Policy Search AAAI 2020
Reinforcing an Image Caption Generator Using Off-Line Human Feedback AAAI 2020
Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis AAAI 2020
Variational Policy Gradient Method for Reinforcement Learning with General Utilities NIPS 2020
Improving Robustness via Risk Averse Distributional Reinforcement Learning L4DC 2020
Implicit Distributional Reinforcement Learning NIPS 2020
Discrete Action On-Policy Learning with Action-Value Critic AISTATS 2020