Skip to content

Latest commit

 

History

History
43 lines (42 loc) · 5.04 KB

rl.md

File metadata and controls

43 lines (42 loc) · 5.04 KB

Deep Reinforcement Learning

  • Accelerated Methods for Deep Reinforcement Learning. arxiv
  • A Deep Reinforcement Learning Chatbot (Short Version). arxiv
  • AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search. arxiv ⭐
  • A Survey of Inverse Reinforcement Learning: Challenges, Methods and Progress. arxiv
  • Composable Deep Reinforcement Learning for Robotic Manipulation. arxiv
  • Cooperative Multi-Agent Reinforcement Learning for Low-Level Wireless Communication. arxiv
  • Deep Q learning for fooling neural networks. arxiv
  • Deep Reinforcement Fuzzing. arxiv
  • Deep Reinforcement Learning of Cell Movement in the Early Stage of C. elegans Embryogenesis. arxiv
  • Deep Reinforcement Learning For Sequence to Sequence Models. arxiv code
  • Deep Reinforcement Learning for Vision-Based Robotic Grasping: A Simulated Comparative Evaluation of Off-Policy Methods. arxiv
  • Deep Reinforcement Learning in Portfolio Management. arxiv code
  • Deep Reinforcement Learning using Capsules in Advanced Game Environments. arxiv
  • Deep Reinforcement Learning with Model Learning and Monte Carlo Tree Search in Minecraft. arxiv
  • Distributed Deep Reinforcement Learning: Learn how to play Atari games in 21 minutes. arxiv code
  • Diversity is All You Need: Learning Skills without a Reward Function. arxiv
  • Faster Deep Q-learning using Neural Episodic Control. arxiv
  • Feedback-Based Tree Search for Reinforcement Learning. arxiv
  • Feudal Reinforcement Learning for Dialogue Management in Large Domains. arxiv
  • Forward-Backward Reinforcement Learning. arxiv
  • Graph Convolutional Reinforcement Learning for Multi-Agent Cooperation. arxiv
  • Hierarchical Reinforcement Learning: Approximating Optimal Discounted TSP Using Local Policies. arxiv
  • IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures. arxiv
  • Kickstarting Deep Reinforcement Learning. arxiv
  • Learning a Prior over Intent via Meta-Inverse Reinforcement Learning. arxiv
  • Meta Reinforcement Learning with Distribution of Exploration Parameters Learned by Evolution Strategies. arxiv
  • Meta Reinforcement Learning with Latent Variable Gaussian Processes. arxiv
  • Multi-Agent Reinforcement Learning: A Report on Challenges and Approaches. arxiv
  • Pretraining Deep Actor-Critic Reinforcement Learning Algorithms With Expert Demonstrations. arxiv
  • Psychlab: A Psychology Laboratory for Deep Reinforcement Learning Agents. arxiv
  • Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning. arxiv
  • Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review. arxiv
  • Reinforcement Learning from Imperfect Demonstrations. arxiv
  • Reinforcement Learning to Rank in E-Commerce Search Engine: Formalization, Analysis, and Application. arxiv
  • RUDDER: Return Decomposition for Delayed Rewards. arxiv code
  • Semi-parametric Topological Memory for Navigation. arxiv tensorflow
  • Shared Autonomy via Deep Reinforcement Learning. arxiv
  • Setting up a Reinforcement Learning Task with a Real-World Robot. arxiv
  • Simple random search provides a competitive approach to reinforcement learning. arxiv code
  • Unsupervised Meta-Learning for Reinforcement Learning. arxiv
  • Using reinforcement learning to learn how to play text-based games. arxiv