Reinforcement Learning

Mask-based Latent Reconstruction for Reinforcement Learning NeurIPS 2022 Masked Autoencoding for Scalable and Generalizable Decision Making NeurIPS 2022 Masked Language Models Know Which are Popular: A Simple Ranking Strategy for Commonsense Question Answering EMNLP 2022 Masked World Models for Visual Control CoRL 2022 MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning NeurIPS 2022 Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning ICLR 2022 MATE: Benchmarking Multi-Agent Reinforcement Learning in Distributed Target Coverage Control NeurIPS 2022 Maximum Entropy RL (Provably) Solves Some Robust RL Problems ICLR 2022 Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees NeurIPS 2022 Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification NeurIPS 2022 MCS: An In-battle Commentary System for MOBA Games COLING 2022 MDPGT: Momentum-Based Decentralized Policy Gradient Tracking AAAI 2022 MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes ACL 2022 Meta Agent Teaming Active Learning for Pose Estimation CVPR 2022 Meta-Imitation Learning by Watching Video Demonstrations ICLR 2022 Meta Learning MDPs with linear transition models AISTATS 2022 Meta-Reinforcement Learning with Self-Modifying Networks NeurIPS 2022 Meta-Reward-Net: Implicitly Differentiable Reward Learning for Preference-based Reinforcement Learning NeurIPS 2022 Meta Value Learning for Fast Policy-Centric Optimal Motion Planning RSS 2022 Mildly Conservative Q-Learning for Offline Reinforcement Learning NeurIPS 2022 MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge NeurIPS 2022 Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning NeurIPS 2022 Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model NeurIPS 2022 Minimax Optimal Online Imitation Learning via Replay Estimation NeurIPS 2022 MIRA: Mental Imagery for Robotic Affordances CoRL 2022