model-based reinforcement learning

Regularity as Intrinsic Reward for Free Play NeurIPS 2023 Reinforcement Learning with History Dependent Dynamic Contexts ICML 2023 Reparameterized Policy Learning for Multimodal Trajectory Optimization ICML 2023 RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability NeurIPS 2023 Revisiting Implicit Differentiation for Learning Problems in Optimal Control NeurIPS 2023 SAM-RL: Sensing-Aware Model-Based Reinforcement Learning via Differentiable Physics-Based Simulation and Rendering RSS 2023 Simplified Temporal Consistency Reinforcement Learning ICML 2023 Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective ICLR 2023 SNeRL: Semantic-aware Neural Radiance Fields for Reinforcement Learning ICML 2023 SpeedyZero: Mastering Atari with Limited Data and Time ICLR 2023 STEERING : Stein Information Directed Exploration for Model-Based Reinforcement Learning ICML 2023 STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning NeurIPS 2023 Task-aware world model learning with meta weighting via bi-level optimization NeurIPS 2023 Taylor TD-learning NeurIPS 2023 The Benefits of Model-Based Generalization in Reinforcement Learning ICML 2023 The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms ICML 2023 Thinker: Learning to Plan and Act NeurIPS 2023 Transformer-based World Models Are Happy With 100k Interactions ICLR 2023 Transformers are Sample-Efficient World Models ICLR 2023 Uniform-PAC Guarantees for Model-Based RL with Bounded Eluder Dimension UAI 2023 Variational Latent Branching Model for Off-Policy Evaluation ICLR 2023 Video Prediction Models as Rewards for Reinforcement Learning NeurIPS 2023 Would I have gotten that reward? Long-term credit assignment by counterfactual contribution analysis NeurIPS 2023 Accelerating Model-Free Policy Optimization Using Model-Based Gradient: A Composite Optimization Perspective L4DC 2022 Addressing Optimism Bias in Sequence Modeling for Reinforcement Learning ICML 2022