Reinforcement Learning

Unsupervised Skill Discovery via Recurrent Skill Training NeurIPS 2022 USHER: Unbiased Sampling for Hindsight Experience Replay CoRL 2022 Using Graph-Aware Reinforcement Learning to Identify Winning Strategies in Diplomacy Games (Student Abstract) AAAI 2022 Using Reinforcement Learning for Operating Educational Campuses Safely during a Pandemic (Student Abstract) AAAI 2022 Utility Theory for Sequential Decision Making ICML 2022 Value Function Approximations via Kernel Embeddings for No-Regret Reinforcement Learning ACML 2022 Value Function Decomposition for Iterative Design of Reinforcement Learning Agents NeurIPS 2022 Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning ICLR 2022 Value Gradient weighted Model-Based Reinforcement Learning ICLR 2022 ValueNetQP: Learned One-step Optimal Control for Legged Locomotion L4DC 2022 Value Refinement Network (VRN) IJCAI 2022 VAT-Mart: Learning Visual Action Trajectory Proposals for Manipulating 3D ARTiculated Objects ICLR 2022 VeNAS: Versatile Negotiating Agent Strategy via Deep Reinforcement Learning (Student Abstract) AAAI 2022 Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching ICML 2022 VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement NeurIPS 2022 Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos NeurIPS 2022 Virtual Elastic Objects CVPR 2022 Vision-Based Manipulators Need to Also See from Their Hands ICLR 2022 Visuo-Tactile Transformers for Manipulation CoRL 2022 VMAgent: A Practical Virtual Machine Scheduling Platform IJCAI 2022 VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning NeurIPS 2022 Walk These Ways: Tuning Robot Control for Generalization with Multiplicity of Behavior CoRL 2022 WarpDrive: Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU JMLR 2022 Watch and Match: Supercharging Imitation with Regularized Optimal Transport CoRL 2022 WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents NeurIPS 2022