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deep reinforcement learning

papers

  • A Laplacian Framework for Option Discovery in Reinforcement Learning. arxiv ⭐
  • Bridging the Gap Between Value and Policy Based Reinforcement Learning. arxiv
  • Curiosity-driven Exploration by Self-supervised Prediction. arxiv tensorflow
  • Deep Reinforcement Learning: An Overview. arxiv
  • Deep reinforcement learning from human preferences. arxiv
  • Evolution Strategies as a Scalable Alternative to Reinforcement Learning. arxiv
  • Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning. arxiv
  • Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning. arxiv tensorflow
  • Micro-Objective Learning : Accelerating Deep Reinforcement Learning through the Discovery of Continuous Subgoals. arxiv
  • Neural Architecture Search with Reinforcement Learning. [arxiv](Neural Architecture Search with Reinforcement Learning) tensorflow
  • Neural Map: Structured Memory for Deep Reinforcement Learning. arxiv
  • Reinforcement Learning via Recurrent Convolutional Neural Networks. arxiv code
  • Reinforcement Learning with a Corrupted Reward Channel. arxiv ⭐
  • Reinforcement Learning with Deep Energy-Based Policies. arxiv
  • Reinforcement Learning with External Knowledge and Two-Stage Q-functions for Predicting Popular Reddit Threads. arxiv
  • Shallow Updates for Deep Reinforcement Learning. arxiv code
  • Stochastic Neural Networks for Hierarchical Reinforcement Learning. pdf code
  • Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency Parsing. arxiv code
  • Task-Oriented Query Reformulation with Reinforcement Learning. arxiv code
  • Virtual-to-real Deep Reinforcement Learning: Continuous Control of Mobile Robots for Mapless Navigation.arxiv