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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

Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment ACL 2019
Teaching Machines to Extract Main Content for Machine Reading Comprehension AAAI 2019
Learning Options with Interest Functions AAAI 2019
WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks AAAI 2019
Multiagent Decision Making For Maritime Traffic Management AAAI 2019
Multi-Task Deep Reinforcement Learning with PopArt AAAI 2019
Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games Using Baselines AAAI 2019
Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy NIPS 2019
Learning Robust Options by Conditional Value at Risk Optimization NIPS 2019
Imitation-Projected Programmatic Reinforcement Learning NIPS 2019
Fast Efficient Hyperparameter Tuning for Policy Gradient Methods NIPS 2019
Learning Novel Policies For Tasks ICML 2019
ARSM: Augment-REINFORCE-Swap-Merge Estimator for Gradient Backpropagation Through Categorical Variables ICML 2019
Hessian Aided Policy Gradient ICML 2019
Exploration Conscious Reinforcement Learning Revisited ICML 2019
Fingerprint Policy Optimisation for Robust Reinforcement Learning ICML 2019
Remember and Forget for Experience Replay ICML 2019
Taming MAML: Efficient unbiased meta-reinforcement learning ICML 2019
Neural Logic Reinforcement Learning ICML 2019
Saccader: Improving Accuracy of Hard Attention Models for Vision NIPS 2019
Policy Learning for Fairness in Ranking NIPS 2019
Self-Critical N-Step Training for Image Captioning CVPR 2019
Generalized Off-Policy Actor-Critic NIPS 2019
Distributional Policy Optimization: An Alternative Approach for Continuous Control NIPS 2019
Off-Policy Policy Gradient with Stationary Distribution Correction UAI 2019