| Concept-modulated model-based offline reinforcement learning for rapid generalization | Sep 7, 2022 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Assessing Policy, Loss and Planning Combinations in Reinforcement Learning using a New Modular Architecture | Jan 8, 2022 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress | Dec 1, 2012 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Exploration-exploitation trade-off for continuous-time episodic reinforcement learning with linear-convex models | Dec 19, 2021 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Example-Driven Model-Based Reinforcement Learning for Solving Long-Horizon Visuomotor Tasks | Sep 21, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Approximating Fixpoints of Approximated Functions | Jan 15, 2025 | Model-based Reinforcement Learning | —Unverified | 0 | 0 |
| EVaDE : Event-Based Variational Thompson Sampling for Model-Based Reinforcement Learning | Jan 16, 2025 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Error Bounds of Imitating Policies and Environments | Oct 22, 2020 | Imitation LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Equivariant MuZero | Feb 9, 2023 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Equivalence Between Wasserstein and Value-Aware Loss for Model-based Reinforcement Learning | Jun 1, 2018 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning | Mar 18, 2021 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| A Spiking Neural Network Learning Markov Chain | Sep 20, 2022 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| A Game Theoretic Perspective on Model-Based Reinforcement Learning | Jan 1, 2020 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Active Learning for Nonlinear System Identification with Guarantees | Jun 18, 2020 | Active LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Accelerating Model-Based Reinforcement Learning with State-Space World Models | Feb 27, 2025 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Entropy-regularized Gradient Estimators for Approximate Bayesian Inference | Mar 15, 2025 | Bayesian InferenceModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Combining Off and On-Policy Training in Model-Based Reinforcement Learning | Feb 24, 2021 | Atari GamesBoard Games | —Unverified | 0 | 0 |
| Enhancing Traffic Signal Control through Model-based Reinforcement Learning and Policy Reuse | Mar 11, 2025 | Model-based Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective | Feb 17, 2025 | Bayesian Optimizationmodel | —Unverified | 0 | 0 |
| Combating the Compounding-Error Problem with a Multi-step Model | May 30, 2019 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| A Sharp Analysis of Model-based Reinforcement Learning with Self-Play | Oct 4, 2020 | Model-based Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| Enhancing Analogical Reasoning in the Abstraction and Reasoning Corpus via Model-Based RL | Aug 27, 2024 | ARCModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Emergence and Causality in Complex Systems: A Survey on Causal Emergence and Related Quantitative Studies | Dec 28, 2023 | Model-based Reinforcement LearningRepresentation Learning | —Unverified | 0 | 0 |
| CoLaNET -- A Spiking Neural Network with Columnar Layered Architecture for Classification | Sep 2, 2024 | Model-based Reinforcement Learning | —Unverified | 0 | 0 |
| Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling | Oct 7, 2024 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Safe Model-Based Reinforcement Learning for Systems with Parametric Uncertainties | Jul 24, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| A Game Theoretic Framework for Model Based Reinforcement Learning | Apr 16, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Efficient model-based reinforcement learning for approximate online optimal | Feb 9, 2015 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Efficient Model-Based Multi-Agent Mean-Field Reinforcement Learning | Jul 8, 2021 | Gaussian ProcessesModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Efficient Learning and Planning with Compressed Predictive States | Dec 1, 2013 | compressed sensingDimensionality Reduction | —Unverified | 0 | 0 |
| Chance-Constrained Trajectory Optimization for Non-linear Systems with Unknown Stochastic Dynamics | Jul 31, 2019 | Model-based Reinforcement Learning | —Unverified | 0 | 0 |
| Efficient Exploration in Continuous-time Model-based Reinforcement Learning | Oct 30, 2023 | Efficient ExplorationGaussian Processes | —Unverified | 0 | 0 |
| Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions | Sep 28, 2020 | Efficient ExplorationGaussian Processes | —Unverified | 0 | 0 |
| Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search | May 14, 2012 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| A Reduced Order Iterative Linear Quadratic Regulator (ILQR) Technique for the Optimal Control of Nonlinear Partial Differential Equations | Jan 11, 2025 | Model-based Reinforcement Learning | —Unverified | 0 | 0 |
| Active Learning for Control-Oriented Identification of Nonlinear Systems | Apr 13, 2024 | Active LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Manifold Embeddings for Model-Based Reinforcement Learning under Partial Observability | Dec 1, 2009 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Make the Pertinent Salient: Task-Relevant Reconstruction for Visual Control with Distractions | Oct 13, 2024 | Model-based Reinforcement LearningRepresentation Learning | —Unverified | 0 | 0 |
| EDGI: Equivariant Diffusion for Planning with Embodied Agents | Mar 22, 2023 | Model-based Reinforcement Learning | —Unverified | 0 | 0 |
| Low Level Control of a Quadrotor with Deep Model-Based Reinforcement Learning | Jan 11, 2019 | GPUModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention | Nov 10, 2021 | BlockingDecision Making | —Unverified | 0 | 0 |
| Look Before Leap: Look-Ahead Planning with Uncertainty in Reinforcement Learning | Mar 26, 2025 | Atari GamesModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Calibrated Value-Aware Model Learning with Stochastic Environment Models | May 28, 2025 | Model-based Reinforcement Learning | —Unverified | 0 | 0 |
| Approximating Energy Market Clearing and Bidding With Model-Based Reinforcement Learning | Mar 3, 2023 | Model-based Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| Local Policy Optimization for Trajectory-Centric Reinforcement Learning | Jan 22, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Locality Sensitive Sparse Encoding for Learning World Models Online | Jan 23, 2024 | Continual LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Lifted Model Checking for Relational MDPs | Jun 22, 2021 | modelModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Dynamic Programming-based Approximate Optimal Control for Model-Based Reinforcement Learning | Dec 22, 2023 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Less Suboptimal Learning and Control in Variational POMDPs | Mar 9, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Learning with Imperfect Models: When Multi-step Prediction Mitigates Compounding Error | Apr 2, 2025 | Imitation LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
