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deep reinforcement learning

903 papers

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Also known as

DEEP RL DRL

Co-occurring keywords

reinforcement learning (4122) policy learning (699) sample efficiency (469) neural network (6616) continuous control (246) multi-agent system (1743) policy gradient (518) policy optimization (630) value function (294) off-policy learning (227)

Papers

Policy Consolidation for Continual Reinforcement Learning ICML 2019
Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning NIPS 2019
Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference EMNLP 2019
Collaborative Evolutionary Reinforcement Learning ICML 2019
Budgeted Policy Learning for Task-Oriented Dialogue Systems ACL 2019
Statistics and Samples in Distributional Reinforcement Learning ICML 2019
Attention-Aware Sampling via Deep Reinforcement Learning for Action Recognition AAAI 2019
Cross-View Policy Learning for Street Navigation ICCV 2019
Imitation Learning for Human Pose Prediction ICCV 2019
Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification ICCV 2019
Cost-Aware Fine-Grained Recognition for IoTs Based on Sequential Fixations ICCV 2019
Using Natural Language for Reward Shaping in Reinforcement Learning IJCAI 2019
Neural Temporal-Difference Learning Converges to Global Optima NIPS 2019
Exploration Conscious Reinforcement Learning Revisited ICML 2019
Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning IJCAI 2019
An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents IJCAI 2019
Generalization of Reinforcement Learners with Working and Episodic Memory NIPS 2019
Learning dynamic polynomial proofs NIPS 2019
Deictic Image Mapping: An Abstraction for Learning Pose Invariant Manipulation Policies AAAI 2019
Using a Deep Learning Dialogue Research Toolkit in a Multilingual Multidomain Practical Application IJCAI 2018
Playing hard exploration games by watching YouTube NIPS 2018
Randomized Prior Functions for Deep Reinforcement Learning NIPS 2018
Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning NIPS 2018
Deep Reinforcement Learning of Marked Temporal Point Processes NIPS 2018
Transfer of Deep Reactive Policies for MDP Planning NIPS 2018