| Model-Free versus Model-Based Reinforcement Learning for Fixed-Wing UAV Attitude Control Under Varying Wind Conditions | Sep 26, 2024 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Learning Discrete World Models for Heuristic Search | Sep 14, 2024 | Deep Reinforcement LearningHeuristic Search | CodeCode Available | 1 |
| CoLaNET -- A Spiking Neural Network with Columnar Layered Architecture for Classification | Sep 2, 2024 | Model-based Reinforcement Learning | —Unverified | 0 |
| Traffic expertise meets residual RL: Knowledge-informed model-based residual reinforcement learning for CAV trajectory control | Aug 30, 2024 | Model-based Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Enhancing Analogical Reasoning in the Abstraction and Reasoning Corpus via Model-Based RL | Aug 27, 2024 | ARCModel-based Reinforcement Learning | —Unverified | 0 |
| Model-Based Reinforcement Learning for Control of Strongly-Disturbed Unsteady Aerodynamic Flows | Aug 26, 2024 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Offline Model-Based Reinforcement Learning with Anti-Exploration | Aug 20, 2024 | D4RLmodel | —Unverified | 0 |
| Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds | Aug 16, 2024 | Model-based Reinforcement LearningOffline RL | —Unverified | 0 |
| The Interpretability of Codebooks in Model-Based Reinforcement Learning is Limited | Jul 28, 2024 | Deep Reinforcement LearningDisentanglement | —Unverified | 0 |
| Modeling flexible behavior with remapping-based hippocampal sequence learning | Jul 20, 2024 | HippocampusModel-based Reinforcement Learning | —Unverified | 0 |
| Model-based Policy Optimization using Symbolic World Model | Jul 18, 2024 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| A Safe and Data-efficient Model-based Reinforcement Learning System for HVAC Control | Jul 16, 2024 | Model-based Reinforcement Learning | CodeCode Available | 1 |
| BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning | Jul 15, 2024 | Model-based Reinforcement LearningOffline RL | —Unverified | 0 |
| Graph Neural Networks with Model-based Reinforcement Learning for Multi-agent Systems | Jul 12, 2024 | Autonomous DrivingModel-based Reinforcement Learning | —Unverified | 0 |
| FOSP: Fine-tuning Offline Safe Policy through World Models | Jul 6, 2024 | Model-based Reinforcement LearningOffline RL | —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 |
| Identifying Ordinary Differential Equations for Data-efficient Model-based Reinforcement Learning | Jun 28, 2024 | Model-based Reinforcement LearningPhysics-informed machine learning | —Unverified | 0 |
| State and Input Constrained Output-Feedback Adaptive Optimal Control of Affine Nonlinear Systems | Jun 27, 2024 | Model-based Reinforcement LearningState Estimation | —Unverified | 0 |
| Bounding-Box Inference for Error-Aware Model-Based Reinforcement Learning | Jun 23, 2024 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Infinite-Horizon Reinforcement Learning with Multinomial Logistic Function Approximation | Jun 19, 2024 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Robust Model-Based Reinforcement Learning with an Adversarial Auxiliary Model | Jun 14, 2024 | Board Gamesmodel | CodeCode Available | 0 |
| Coprocessor Actor Critic: A Model-Based Reinforcement Learning Approach For Adaptive Brain Stimulation | Jun 10, 2024 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Reinforcement learning-based architecture search for quantum machine learning | Jun 4, 2024 | Model-based Reinforcement LearningQuantum Machine Learning | —Unverified | 0 |
| Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach | Jun 3, 2024 | Computational EfficiencyEdge-computing | —Unverified | 0 |
| Learning to Play Atari in a World of Tokens | Jun 3, 2024 | DecoderModel-based Reinforcement Learning | —Unverified | 0 |