reinforcement learning

Disentangling Transfer in Continual Reinforcement Learning NeurIPS 2022 Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes AAAI 2022 Distinguishing Learning Rules with Brain Machine Interfaces NeurIPS 2022 Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems NeurIPS 2022 Distributional Hamilton-Jacobi-Bellman Equations for Continuous-Time Reinforcement Learning ICML 2022 Distributionally Robust Q-Learning ICML 2022 DMAP: a Distributed Morphological Attention Policy for learning to locomote with a changing body NeurIPS 2022 DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection EMNLP 2022 Document-level Event Factuality Identification via Reinforced Multi-Granularity Hierarchical Attention Networks IJCAI 2022 Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? NeurIPS 2022 Don’t Start From Scratch: Leveraging Prior Data to Automate Robotic Reinforcement Learning CoRL 2022 Doubly-Asynchronous Value Iteration: Making Value Iteration Asynchronous in Actions NeurIPS 2022 DreamShard: Generalizable Embedding Table Placement for Recommender Systems NeurIPS 2022 Dropout Q-Functions for Doubly Efficient Reinforcement Learning ICLR 2022 Dungeons and Data: A Large-Scale NetHack Dataset NeurIPS 2022 Dynamic Dialogue Policy for Continual Reinforcement Learning COLING 2022 Dynamic Incentive Mechanism Design for COVID-19 Social Distancing AAAI 2022 EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL NeurIPS 2022 Efficient Active Search for Combinatorial Optimization Problems ICLR 2022 Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning NeurIPS 2022 Efficient Continuous Control with Double Actors and Regularized Critics AAAI 2022 Efficient Device Scheduling with Multi-Job Federated Learning AAAI 2022 Efficient Learning for AlphaZero via Path Consistency ICML 2022 Efficient Learning of Safe Driving Policy via Human-AI Copilot Optimization ICLR 2022 Efficient Reinforcement Learning with Prior Causal Knowledge CLeaR 2022