Reinforcement Learning

Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL NeurIPS 2023 CORL: Research-oriented Deep Offline Reinforcement Learning Library NeurIPS 2023 Correct-by-Construction Reinforcement Learning of Cardiac Pacemakers from Duration Calculus Requirements AAAI 2023 Co-Speech Gesture Synthesis by Reinforcement Learning With Contrastive Pre-Trained Rewards CVPR 2023 Creating Multi-Level Skill Hierarchies in Reinforcement Learning NeurIPS 2023 Curriculum-based Co-design of Morphology and Control of Voxel-based Soft Robots ICLR 2023 Deep Reinforcement Learning for Cost-Effective Medical Diagnosis ICLR 2023 Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking ACML 2023 DEP-RL: Embodied Exploration for Reinforcement Learning in Overactuated and Musculoskeletal Systems ICLR 2023 Dichotomy of Control: Separating What You Can Control from What You Cannot ICLR 2023 Discovering Policies with DOMiNO: Diversity Optimization Maintaining Near Optimality ICLR 2023 Diverse Conventions for Human-AI Collaboration NeurIPS 2023 DM²: Decentralized Multi-Agent Reinforcement Learning via Distribution Matching AAAI 2023 Dynamic Update-to-Data Ratio: Minimizing World Model Overfitting ICLR 2023 Efficient Exploration in Resource-Restricted Reinforcement Learning AAAI 2023 Efficient Offline Policy Optimization with a Learned Model ICLR 2023 Efficient Planning in a Compact Latent Action Space ICLR 2023 Efficient Potential-based Exploration in Reinforcement Learning using Inverse Dynamic Bisimulation Metric NeurIPS 2023 Efficient Symbolic Policy Learning with Differentiable Symbolic Expression NeurIPS 2023 Emergence of Maps in the Memories of Blind Navigation Agents ICLR 2023 Enhancing Educational Dialogues: A Reinforcement Learning Approach for Generating AI Teacher Responses ACL 2023 Evaluating Long-Term Memory in 3D Mazes ICLR 2023 Evolving Populations of Diverse RL Agents with MAP-Elites ICLR 2023 Explaining RL Decisions with Trajectories ICLR 2023 Exploiting Multiple Abstractions in Episodic RL via Reward Shaping AAAI 2023