| Counterfactual experience augmented off-policy reinforcement learning | Mar 18, 2025 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Entropy-regularized Gradient Estimators for Approximate Bayesian Inference | Mar 15, 2025 | Bayesian InferenceModel-based Reinforcement Learning | —Unverified | 0 |
| Towards Causal Model-Based Policy Optimization | Mar 12, 2025 | counterfactualCounterfactual Reasoning | —Unverified | 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 |
| InDRiVE: Intrinsic Disagreement based Reinforcement for Vehicle Exploration through Curiosity Driven Generalized World Model | Mar 7, 2025 | Autonomous DrivingCollision Avoidance | —Unverified | 0 |
| Knowledge Retention for Continual Model-Based Reinforcement Learning | Mar 6, 2025 | Continual LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Learning Transformer-based World Models with Contrastive Predictive Coding | Mar 6, 2025 | Model-based Reinforcement Learning | —Unverified | 0 |
| World Models for Anomaly Detection during Model-Based Reinforcement Learning Inference | Mar 4, 2025 | Anomaly DetectionModel-based Reinforcement Learning | —Unverified | 0 |
| Differentiable Information Enhanced Model-Based Reinforcement Learning | Mar 3, 2025 | Deformable Object Manipulationmodel | —Unverified | 0 |
| Spiking World Model with Multi-Compartment Neurons for Model-based Reinforcement Learning | Mar 2, 2025 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| Multimodal Dreaming: A Global Workspace Approach to World Model-Based Reinforcement Learning | Feb 28, 2025 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Accelerating Model-Based Reinforcement Learning with State-Space World Models | Feb 27, 2025 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective | Feb 17, 2025 | Bayesian Optimizationmodel | —Unverified | 0 |
| PrivilegedDreamer: Explicit Imagination of Privileged Information for Rapid Adaptation of Learned Policies | Feb 17, 2025 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| Towards Empowerment Gain through Causal Structure Learning in Model-Based RL | Feb 14, 2025 | Causal DiscoveryModel-based Reinforcement Learning | —Unverified | 0 |
| Pre-Trained Video Generative Models as World Simulators | Feb 10, 2025 | Model-based Reinforcement Learning | —Unverified | 0 |
| TD-M(PC)^2: Improving Temporal Difference MPC Through Policy Constraint | Feb 5, 2025 | continuous-controlContinuous Control | —Unverified | 0 |
| Dream to Drive with Predictive Individual World Model | Jan 28, 2025 | Autonomous Drivingmodel | CodeCode Available | 1 |
| On Rollouts in Model-Based Reinforcement Learning | Jan 28, 2025 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Objects matter: object-centric world models improve reinforcement learning in visually complex environments | Jan 27, 2025 | Atari GamesDeep Reinforcement Learning | —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 |
| AdaWM: Adaptive World Model based Planning for Autonomous Driving | Jan 22, 2025 | Autonomous DrivingModel-based Reinforcement Learning | —Unverified | 0 |
| GLAM: Global-Local Variation Awareness in Mamba-based World Model | Jan 21, 2025 | MambaModel-based Reinforcement Learning | —Unverified | 0 |
| Robotic World Model: A Neural Network Simulator for Robust Policy Optimization in Robotics | Jan 17, 2025 | Model-based Reinforcement Learning | —Unverified | 0 |
| EVaDE : Event-Based Variational Thompson Sampling for Model-Based Reinforcement Learning | Jan 16, 2025 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
