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

Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion From a Single Depth Image CVPR 2019

ELF OpenGo: an analysis and open reimplementation of AlphaZero ICML 2019

Action Robust Reinforcement Learning and Applications in Continuous Control ICML 2019

Dynamic Weights in Multi-Objective Deep Reinforcement Learning ICML 2019

Off-Policy Deep Reinforcement Learning without Exploration ICML 2019

Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning IJCNLP 2019

How to Build User Simulators to Train RL-based Dialog Systems EMNLP 2019

Deep Reinforcement Learning for Subpixel Neural Tracking MIDL 2019

Trajectory-Based Off-Policy Deep Reinforcement Learning ICML 2019

Predictor-Corrector Policy Optimization ICML 2019

Learning Interpretable Relational Structures of Hinge-loss Markov Random Fields IJCAI 2019

Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning NAACL 2019

Playing Card-Based RTS Games with Deep Reinforcement Learning IJCAI 2019

Solving Continual Combinatorial Selection via Deep Reinforcement Learning IJCAI 2019

Improving Optimization Bounds Using Machine Learning: Decision Diagrams Meet Deep Reinforcement Learning AAAI 2019

Deep Reinforcement Learning via Past-Success Directed Exploration AAAI 2019

Quantifying Generalization in Reinforcement Learning ICML 2019

Deriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains AAAI 2019

Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies? IJCAI 2019

CRSRL: Customer Routing System Using Reinforcement Learning IJCAI 2019

Deep Reinforcement Learning for Ride-sharing Dispatching and Repositioning IJCAI 2019

Neural Logic Reinforcement Learning ICML 2019

Towards Better Interpretability in Deep Q-Networks AAAI 2019

LTL and Beyond: Formal Languages for Reward Function Specification in Reinforcement Learning IJCAI 2019

A Survey of Reinforcement Learning Informed by Natural Language IJCAI 2019