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deep reinforcement learning

1,008 papers

DEEP RL DRL

Papers

Playing hard exploration games by watching YouTube NeurIPS 2018 Randomized Prior Functions for Deep Reinforcement Learning NeurIPS 2018 Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid IJCAI 2018 REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis NeurIPS 2018 Regret Minimization for Partially Observable Deep Reinforcement Learning ICML 2018 Reinforcement and Imitation Learning for Diverse Visuomotor Skills RSS 2018 Reinforcement Cutting-Agent Learning for Video Object Segmentation CVPR 2018 Reward learning from human preferences and demonstrations in Atari NeurIPS 2018 Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning ACL 2018 SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation CVPR 2018 Self-Adaptive Double Bootstrapped DDPG IJCAI 2018 Shared Autonomy via Deep Reinforcement Learning RSS 2018 Sim-to-Real: Learning Agile Locomotion For Quadruped Robots RSS 2018 Sim-to-Real Reinforcement Learning for Deformable Object Manipulation CoRL 2018 Sim-to-Real Transfer with Neural-Augmented Robot Simulation CoRL 2018 SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation CVPR 2018 Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor ICML 2018 StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization IJCAI 2018 Structured Control Nets for Deep Reinforcement Learning ICML 2018 Structured Dialogue Policy with Graph Neural Networks COLING 2018 SURREAL: Open-Source Reinforcement Learning Framework and Robot Manipulation Benchmark CoRL 2018 TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning ICLR 2018 The Mirage of Action-Dependent Baselines in Reinforcement Learning ICML 2018 Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement ICML 2018 Transfer of Deep Reactive Policies for MDP Planning NeurIPS 2018