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

A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation IJCAI 2020

Reinforcement Mechanism Design: With Applications to Dynamic Pricing in Sponsored Search Auctions AAAI 2020

Proximal Distilled Evolutionary Reinforcement Learning AAAI 2020

Learning Dialog Policies from Weak Demonstrations ACL 2020

Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning NIPS 2020

Contrastive Variational Reinforcement Learning for Complex Observations CORL 2020

Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays CORL 2020

Multi-Level Structure vs. End-to-End-Learning in High-Performance Tactile Robotic Manipulation CORL 2020

Stochastically Dominant Distributional Reinforcement Learning ICML 2020

Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous Control NIPS 2020

Accelerating Ranking in E-Commerce Search Engines through Contextual Factor Selection AAAI 2020

Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data AAAI 2020

Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations AAAI 2020

Dynamic Reward-Based Dueling Deep Dyna-Q: Robust Policy Learning in Noisy Environments AAAI 2020

Deep Reinforcement Learning for Closed-Loop Blood Glucose Control MLHC 2020

Dynamic Control of Stochastic Evolution: A Deep Reinforcement Learning Approach to Adaptively Targeting Emergent Drug Resistance JMLR 2020

Progressive Relation Learning for Group Activity Recognition CVPR 2020

Optical Non-Line-of-Sight Physics-Based 3D Human Pose Estimation CVPR 2020

A Novel Automated Curriculum Strategy to Solve Hard Sokoban Planning Instances NIPS 2020

Deep Reinforcement and InfoMax Learning NIPS 2020

AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control NIPS 2020

MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning NIPS 2020

Munchausen Reinforcement Learning NIPS 2020

Gradient Surgery for Multi-Task Learning NIPS 2020

Bayesian Optimization for Iterative Learning NIPS 2020