Methods

Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity JMLR 2023 Model-based Offline Reinforcement Learning with Count-based Conservatism ICML 2023 Model-Based Offline Reinforcement Learning with Local Misspecification AAAI 2023 Model-Based Offline Weighted Policy Optimization (Student Abstract) AAAI 2023 Model-Based Reinforcement Learning for Cavity Filter Tuning L4DC 2023 Model-Based Reinforcement Learning with Multinomial Logistic Function Approximation AAAI 2023 Model-based Reinforcement Learning with Scalable Composite Policy Gradient Estimators ICML 2023 Model-Based Reparameterization Policy Gradient Methods: Theory and Practical Algorithms NeurIPS 2023 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 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