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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

Deep Reinforcement Learning for Swarm Systems JMLR 2019
Interval timing in deep reinforcement learning agents NIPS 2019
Obstacle Tower: A Generalization Challenge in Vision, Control, and Planning IJCAI 2019
Interactive Language Learning by Question Answering IJCNLP 2019
Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference IJCNLP 2019
Diagnosing Bottlenecks in Deep Q-learning Algorithms ICML 2019
Simultaneously Learning Vision and Feature-Based Control Policies for Real-World Ball-In-A-Cup RSS 2019
Logic-Based Sequential Decision-Making AAAI 2019
Strategic Tasks for Explainable Reinforcement Learning AAAI 2019
HOList: An Environment for Machine Learning of Higher Order Logic Theorem Proving ICML 2019
Structured agents for physical construction ICML 2019
Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations ICML 2019
Dynamic Measurement Scheduling for Event Forecasting using Deep RL ICML 2019
Task-Agnostic Dynamics Priors for Deep Reinforcement Learning ICML 2019
Dead-ends and Secure Exploration in Reinforcement Learning ICML 2019
An Actor-Critic-Attention Mechanism for Deep Reinforcement Learning in Multi-view Environments IJCAI 2019
DeltaDou: Expert-level Doudizhu AI through Self-play IJCAI 2019
Towards Efficient Detection and Optimal Response against Sophisticated Opponents IJCAI 2019
End-to-end Deep Reinforcement Learning Based Coreference Resolution ACL 2019
Recent Advances in Imitation Learning from Observation IJCAI 2019
A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems AAAI 2019
Leveraging Human Guidance for Deep Reinforcement Learning Tasks IJCAI 2019
Learning to Walk Via Deep Reinforcement Learning RSS 2019
Harnessing Reinforcement Learning for Neural Motion Planning RSS 2019
Network Offloading Policies for Cloud Robotics: A Learning-Based Approach RSS 2019