Reinforcement Learning

Learning Expensive Coordination: An Event-Based Deep RL Approach ICLR 2020 Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards ICML 2020 Learning from Demonstrations using Signal Temporal Logic CoRL 2020 Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation AAAI 2020 Learning from Interventions: Human-robot interaction as both explicit and implicit feedback RSS 2020 Learning from Interventions Using Hierarchical Policies for Safe Learning AAAI 2020 Learning from Suboptimal Demonstration via Self-Supervised Reward Regression CoRL 2020 Learning Goal-oriented Dialogue Policy with opposite Agent Awareness AACL 2020 Learning Guidance Rewards with Trajectory-space Smoothing NeurIPS 2020 Learning Heuristics for Quantified Boolean Formulas through Reinforcement Learning ICLR 2020 Learning Human Objectives by Evaluating Hypothetical Behavior ICML 2020 Learning Hybrid Control Barrier Functions from Data CoRL 2020 Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning NeurIPS 2020 Learning Individually Inferred Communication for Multi-Agent Cooperation NeurIPS 2020 Learning Interactively to Resolve Ambiguity in Reference Frame Selection CoRL 2020 Learning Intrinsic Rewards as a Bi-Level Optimization Problem UAI 2020 Learning Latent Representations to Influence Multi-Agent Interaction CoRL 2020 Learning Memory-Based Control for Human-Scale Bipedal Locomotion RSS 2020 Learning Multi-Agent Communication through Structured Attentive Reasoning NeurIPS 2020 Learning Multi-Agent Coordination for Enhancing Target Coverage in Directional Sensor Networks NeurIPS 2020 Learning Navigation Costs from Demonstrations with Semantic Observations L4DC 2020 Learning Nearly Decomposable Value Functions Via Communication Minimization ICLR 2020 Learning Near Optimal Policies with Low Inherent Bellman Error ICML 2020 Learning Object-conditioned Exploration using Distributed Soft Actor Critic CoRL 2020 Learning Object Manipulation Skills via Approximate State Estimation from Real Videos CoRL 2020