Applications

Regularity as Intrinsic Reward for Free Play NeurIPS 2023 Reinforced Target-driven Conversational Promotion EMNLP 2023 Reinforcement Learning Approaches for Traffic Signal Control under Missing Data IJCAI 2023 Reinforcement Learning Enables Real-Time Planning and Control of Agile Maneuvers for Soft Robot Arms CoRL 2023 Reinforcement Learning from Optimization Proxy for Ride-Hailing Vehicle Relocation (Extended Abstract) IJCAI 2023 ReLOAD: Reinforcement Learning with Optimistic Ascent-Descent for Last-Iterate Convergence in Constrained MDPs ICML 2023 Replicable Reinforcement Learning NeurIPS 2023 RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability NeurIPS 2023 Retrosynthetic Planning with Dual Value Networks ICML 2023 Revisiting the Minimalist Approach to Offline Reinforcement Learning NeurIPS 2023 Reward-Based Negotiating Agent Strategies AAAI 2023 Reward Design for an Online Reinforcement Learning Algorithm Supporting Oral Self-Care AAAI 2023 Rewiring Neurons in Non-Stationary Environments NeurIPS 2023 Risk-Averse Model Uncertainty for Distributionally Robust Safe Reinforcement Learning NeurIPS 2023 RLogist: Fast Observation Strategy on Whole-Slide Images with Deep Reinforcement Learning AAAI 2023 RLSAC: Reinforcement Learning Enhanced Sample Consensus for End-to-End Robust Estimation ICCV 2023 RoboCLIP: One Demonstration is Enough to Learn Robot Policies NeurIPS 2023 RoboHive: A Unified Framework for Robot Learning NeurIPS 2023 RoboNinja: Learning an Adaptive Cutting Policy for Multi-Material Objects RSS 2023 RoboPianist: Dexterous Piano Playing with Deep Reinforcement Learning CoRL 2023 Robotic Table Tennis: A Case Study into a High Speed Learning System RSS 2023 Robot Learning with Sensorimotor Pre-training CoRL 2023 Robot Parkour Learning CoRL 2023 Robust and Versatile Bipedal Jumping Control through Reinforcement Learning RSS 2023 Robust Reinforcement Learning in Continuous Control Tasks with Uncertainty Set Regularization CoRL 2023