Reinforcement Learning

Model-Based Simulation for Optimising Smart Reply ACL 2023 Model-Based Uncertainty in Value Functions AISTATS 2023 Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning ICML 2023 Model-Free Active Exploration in Reinforcement Learning NeurIPS 2023 Model-free Posterior Sampling via Learning Rate Randomization NeurIPS 2023 Model-Free Robust Average-Reward Reinforcement Learning ICML 2023 Modeling Adversarial Attack on Pre-trained Language Models as Sequential Decision Making ACL 2023 Modeling Moral Choices in Social Dilemmas with Multi-Agent Reinforcement Learning IJCAI 2023 Model Predictive Control via On-Policy Imitation Learning L4DC 2023 Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning AAAI 2023 MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations ICLR 2023 Modified Policy Iteration for Exponential Cost Risk Sensitive MDPs L4DC 2023 Modified Retrace for Off-Policy Temporal Difference Learning UAI 2023 Molformer: Motif-Based Transformer on 3D Heterogeneous Molecular Graphs AAAI 2023 More Centralized Training, Still Decentralized Execution: Multi-Agent Conditional Policy Factorization ICLR 2023 More for Less: Safe Policy Improvement with Stronger Performance Guarantees IJCAI 2023 MotionDiffuser: Controllable Multi-Agent Motion Prediction Using Diffusion CVPR 2023 MOTO: Offline Pre-training to Online Fine-tuning for Model-based Robot Learning CoRL 2023 MoVie: Visual Model-Based Policy Adaptation for View Generalization NeurIPS 2023 Moving Forward by Moving Backward: Embedding Action Impact over Action Semantics ICLR 2023 MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling EMNLP 2023 Multi-Action Dialog Policy Learning from Logged User Feedback AAAI 2023 Multi-Agent Advisor Q-Learning (Extended Abstract) IJCAI 2023 Multi-Agent Automated Machine Learning CVPR 2023 Multi-Agent congestion cost minimization with linear function approximations AISTATS 2023