Reinforcement Learning

Diversity-Driven Extensible Hierarchical Reinforcement Learning AAAI 2019 Diversity-Inducing Policy Gradient: Using Maximum Mean Discrepancy to Find a Set of Diverse Policies IJCAI 2019 Diversity is All You Need: Learning Skills without a Reward Function ICLR 2019 DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning EMNLP 2019 DIViS: Domain Invariant Visual Servoing for Collision-Free Goal Reaching RSS 2019 Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction NeurIPS 2019 DOM-Q-NET: Grounded RL on Structured Language ICLR 2019 DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections NeurIPS 2019 Dynamic Electronic Toll Collection via Multi-Agent Deep Reinforcement Learning with Edge-Based Graph Convolutional Networks IJCAI 2019 Dynamic Experience Replay CoRL 2019 Dynamic Measurement Scheduling for Event Forecasting using Deep RL ICML 2019 Dynamic Vehicle Traffic Control Using Deep Reinforcement Learning in Automated Material Handling System AAAI 2019 Dynamic Weights in Multi-Objective Deep Reinforcement Learning ICML 2019 Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control NeurIPS 2019 Efficiently Combining Human Demonstrations and Interventions for Safe Training of Autonomous Systems in Real-Time AAAI 2019 Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables ICML 2019 Efficient Planning Under Uncertainty with Incremental Refinement UAI 2019 Ego-Pose Estimation and Forecasting As Real-Time PD Control ICCV 2019 ELF OpenGo: an analysis and open reimplementation of AlphaZero ICML 2019 Emergent Coordination Through Competition ICLR 2019 EMI: Exploration with Mutual Information ICML 2019 End-to-end Deep Reinforcement Learning Based Coreference Resolution ACL 2019 End-To-End Robotic Reinforcement Learning without Reward Engineering RSS 2019 End-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control Tasks AAAI 2019 Energy-Efficient Slithering Gait Exploration for a Snake-Like Robot Based on Reinforcement Learning IJCAI 2019