deep reinforcement learning

903 papers

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Also known as

DRQN DEEP RL DDQ DQN DRL DRL NULL DRL OR NULL DQFD RL

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

Shared Autonomy via Deep Reinforcement Learning RSS 2018

Model-Based Reinforcement Learning via Meta-Policy Optimization CORL 2018

Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents CORL 2018

GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms ICML 2018

Online Robust Policy Learning in the Presence of Unknown Adversaries NIPS 2018

A Deep Reinforcement Learning Based Multimodal Coaching Model (DCM) for Slot Filling in Spoken Language Understanding(SLU) INTERSPEECH 2018

Learning Unmanned Aerial Vehicle Control for Autonomous Target Following IJCAI 2018

Virtual-to-Real: Learning to Control in Visual Semantic Segmentation IJCAI 2018

Extracting Action Sequences from Texts Based on Deep Reinforcement Learning IJCAI 2018

Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty IJCAI 2018

Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation IJCAI 2018

Self-Adaptive Double Bootstrapped DDPG IJCAI 2018

Multi-modality Sensor Data Classification with Selective Attention IJCAI 2018

Exploration by Distributional Reinforcement Learning IJCAI 2018

Cross-modal Bidirectional Translation via Reinforcement Learning IJCAI 2018

Episodic Memory Deep Q-Networks IJCAI 2018

Keeping in Touch with Collaborative UAVs: A Deep Reinforcement Learning Approach IJCAI 2018

Deep Reinforcement Learning for Chinese Zero Pronoun Resolution ACL 2018

Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning ACL 2018

Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning ACL 2018

Deep Reinforcement Learning for NLP ACL 2018

Continual Reinforcement Learning with Complex Synapses ICML 2018

Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor ICML 2018

Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning EMNLP 2018

Modular Multitask Reinforcement Learning with Policy Sketches ICML 2017