Reinforcement Learning

Virtual-to-Real: Learning to Control in Visual Semantic Segmentation IJCAI 2018 Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments CVPR 2018 Visualizing and Understanding Atari Agents ICML 2018 Visual Reinforcement Learning with Imagined Goals NeurIPS 2018 Zero-Shot Visual Imitation ICLR 2018 Accelerating Stochastic Composition Optimization JMLR 2017 Achieving Coordination in Multi-Agent Systems by Stable Local Conventions under Community Networks IJCAI 2017 A Covariance Matrix Adaptation Evolution Strategy for Direct Policy Search in Reproducing Kernel Hilbert Space ACML 2017 Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning CVPR 2017 Adaptive Batch Size for Safe Policy Gradients NeurIPS 2017 A Distributional Perspective on Reinforcement Learning ICML 2017 Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning EMNLP 2017 A Joint Speaker-Listener-Reinforcer Model for Referring Expressions CVPR 2017 A Laplacian Framework for Option Discovery in Reinforcement Learning ICML 2017 A Monte Carlo Tree Search approach to Active Malware Analysis IJCAI 2017 A multi-agent reinforcement learning model of common-pool resource appropriation NeurIPS 2017 An Algorithm for Constructing and Solving Imperfect Recall Abstractions of Large Extensive-Form Games IJCAI 2017 An Alternative Softmax Operator for Reinforcement Learning ICML 2017 An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks IJCNLP 2017 An End-to-End System for Accomplishing Tasks with Modular Robots: Perspectives for the AI community IJCAI 2017 An Inductance-Based Sensing System for Bellows-Driven Continuum Joints in Soft Robots RSS 2017 Approximate Value Iteration with Temporally Extended Actions (Extended Abstract) IJCAI 2017 A Reinforcement Learning Approach to the View Planning Problem CVPR 2017 A Survey of Preference-Based Reinforcement Learning Methods JMLR 2017 Attention-Aware Face Hallucination via Deep Reinforcement Learning CVPR 2017