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deep reinforcement learning

1,008 papers

DEEP RL DRL

Papers

Continual Reinforcement Learning with Complex Synapses ICML 2018 Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning CVPR 2018 Cross-modal Bidirectional Translation via Reinforcement Learning IJCAI 2018 Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management EMNLP 2018 Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning ACL 2018 Deep Reinforcement Learning for Chinese Zero Pronoun Resolution ACL 2018 Deep Reinforcement Learning for NLP ACL 2018 Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models NeurIPS 2018 Deep Reinforcement Learning in Continuous Action Spaces: a Case Study in the Game of Simulated Curling ICML 2018 Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation IJCAI 2018 Deep Reinforcement Learning of Marked Temporal Point Processes NeurIPS 2018 Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning EMNLP 2018 Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning CVPR 2018 Distributed Prioritized Experience Replay ICLR 2018 Diversity-Driven Exploration Strategy for Deep Reinforcement Learning NeurIPS 2018 End-to-end Active Object Tracking via Reinforcement Learning ICML 2018 Episodic Memory Deep Q-Networks IJCAI 2018 Evolution-Guided Policy Gradient in Reinforcement Learning NeurIPS 2018 Expanding Motor Skills using Relay Networks CoRL 2018 Experience Selection in Deep Reinforcement Learning for Control JMLR 2018 Exploration by Distributional Reinforcement Learning IJCAI 2018 Extracting Action Sequences from Texts Based on Deep Reinforcement Learning IJCAI 2018 Fast deep reinforcement learning using online adjustments from the past NeurIPS 2018 Feedback-Based Tree Search for Reinforcement Learning ICML 2018 GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms ICML 2018