| COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL | Oct 11, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Generative AI for Lyapunov Optimization Theory in UAV-based Low-Altitude Economy Networking | Jan 27, 2025 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Generative Temporal Models with Spatial Memory for Partially Observed Environments | Apr 25, 2018 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Accelerating Goal-Directed Reinforcement Learning by Model Characterization | Jan 4, 2019 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| λ-models: Effective Decision-Aware Reinforcement Learning with Latent Models | Jun 30, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Graph Neural Networks with Model-based Reinforcement Learning for Multi-agent Systems | Jul 12, 2024 | Autonomous DrivingModel-based Reinforcement Learning | —Unverified | 0 |
| Goal-Space Planning with Subgoal Models | Jun 6, 2022 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Calibrated Value-Aware Model Learning with Stochastic Environment Models | May 28, 2025 | Model-based Reinforcement Learning | —Unverified | 0 |
| Gradient-Aware Model-based Policy Search | Sep 9, 2019 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Active Exploration in Bayesian Model-based Reinforcement Learning for Robot Manipulation | Apr 2, 2024 | Active LearningBayesian Inference | —Unverified | 0 |
| Relational Object-Centric Actor-Critic | Oct 26, 2023 | Model-based Reinforcement LearningObject | —Unverified | 0 |
| Curious iLQR: Resolving Uncertainty in Model-based RL | Apr 15, 2019 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Guided Safe Shooting: model based reinforcement learning with safety constraints | Jun 20, 2022 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| InDRiVE: Intrinsic Disagreement based Reinforcement for Vehicle Exploration through Curiosity Driven Generalized World Model | Mar 7, 2025 | Autonomous DrivingCollision Avoidance | —Unverified | 0 |
| Approximate infinite-horizon predictive control | Nov 16, 2021 | Model-based Reinforcement Learning | —Unverified | 0 |
| Hill Climbing on Value Estimates for Search-control in Dyna | Jun 18, 2019 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Cycle-Consistent World Models for Domain Independent Latent Imagination | Oct 2, 2021 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| How to Learn and Generalize From Three Minutes of Data: Physics-Constrained and Uncertainty-Aware Neural Stochastic Differential Equations | Jun 10, 2023 | Inductive BiasModel-based Reinforcement Learning | —Unverified | 0 |
| Human Machine Co-adaption Interface via Cooperation Markov Decision Process System | May 3, 2023 | Model-based Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Hybrid RAG-empowered Multi-modal LLM for Secure Data Management in Internet of Medical Things: A Diffusion-based Contract Approach | Jul 1, 2024 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Dynamic Programming-based Approximate Optimal Control for Model-Based Reinforcement Learning | Dec 22, 2023 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Dynamic Horizon Value Estimation for Model-based Reinforcement Learning | Sep 21, 2020 | Model-based Reinforcement LearningNovelty Detection | —Unverified | 0 |
| Identifying Ordinary Differential Equations for Data-efficient Model-based Reinforcement Learning | Jun 28, 2024 | Model-based Reinforcement LearningPhysics-informed machine learning | —Unverified | 0 |
| Image Transformation Sequence Retrieval with General Reinforcement Learning | Jul 13, 2023 | General Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation | Oct 11, 2019 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |