| NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments | Jun 30, 2025 | Decision MakingVision and Language Navigation | CodeCode Available | 2 |
| CausalPFN: Amortized Causal Effect Estimation via In-Context Learning | Jun 9, 2025 | Decision MakingHeterogeneous Treatment Effect Estimation | CodeCode Available | 2 |
| Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning | May 26, 2025 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 2 |
| Multi-Agent Reinforcement Learning for Resources Allocation Optimization: A Survey | Apr 29, 2025 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 2 |
| Enhancing Autonomous Driving Systems with On-Board Deployed Large Language Models | Apr 15, 2025 | Autonomous DrivingComputational Efficiency | CodeCode Available | 2 |
| Agentic Knowledgeable Self-awareness | Apr 4, 2025 | Decision Making | CodeCode Available | 2 |
| MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search | Mar 26, 2025 | Decision MakingRAG | CodeCode Available | 2 |
| CombatVLA: An Efficient Vision-Language-Action Model for Combat Tasks in 3D Action Role-Playing Games | Mar 12, 2025 | Decision MakingVision-Language-Action | CodeCode Available | 2 |
| SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories | Mar 11, 2025 | Decision MakingInteractive Segmentation | CodeCode Available | 2 |
| SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories | Mar 11, 2025 | Decision MakingInteractive Segmentation | CodeCode Available | 2 |
