| LTLCrit: A Temporal Logic-based LLM Critic for Safe and Efficient Embodied Agents | Jul 4, 2025 | Decision MakingFormal Logic | —Unverified | 0 |
| Matrix-Game: Interactive World Foundation Model | Jun 23, 2025 | Minecraftmodel | CodeCode Available | 5 |
| TransDreamerV3: Implanting Transformer In DreamerV3 | Jun 20, 2025 | Decision MakingMinecraft | CodeCode Available | 0 |
| Optimus-3: Towards Generalist Multimodal Minecraft Agents with Scalable Task Experts | Jun 12, 2025 | DiversityMinecraft | —Unverified | 0 |
| Toward Memory-Aided World Models: Benchmarking via Spatial Consistency | May 29, 2025 | BenchmarkingMinecraft | CodeCode Available | 1 |
| MineAnyBuild: Benchmarking Spatial Planning for Open-world AI Agents | May 26, 2025 | BenchmarkingMinecraft | CodeCode Available | 1 |
| Long-Context State-Space Video World Models | May 26, 2025 | Computational EfficiencyMinecraft | —Unverified | 0 |
| Knowledge Retrieval in LLM Gaming: A Shift from Entity-Centric to Goal-Oriented Graphs | May 24, 2025 | MinecraftRetrieval | —Unverified | 0 |
| BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks | May 20, 2025 | Large Language ModelMinecraft | CodeCode Available | 0 |
| PLAICraft: Large-Scale Time-Aligned Vision-Speech-Action Dataset for Embodied AI | May 19, 2025 | BenchmarkingMinecraft | —Unverified | 0 |
| BeliefNest: A Joint Action Simulator for Embodied Agents with Theory of Mind | May 18, 2025 | Minecraft | CodeCode Available | 0 |
| D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection | May 4, 2025 | Causal DiscoveryDecision Making | —Unverified | 0 |
| Collaborating Action by Action: A Multi-agent LLM Framework for Embodied Reasoning | Apr 24, 2025 | Imitation LearningMinecraft | —Unverified | 0 |
| WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents | Apr 22, 2025 | Knowledge GraphsMinecraft | CodeCode Available | 2 |
| MineWorld: a Real-Time and Open-Source Interactive World Model on Minecraft | Apr 11, 2025 | Minecraft | —Unverified | 0 |
| AssistanceZero: Scalably Solving Assistance Games | Apr 9, 2025 | Imitation LearningMinecraft | CodeCode Available | 2 |
| BugCraft: End-to-End Crash Bug Reproduction Using LLM Agents in Minecraft | Mar 25, 2025 | Minecraft | —Unverified | 0 |
| Enabling Rapid Shared Human-AI Mental Model Alignment via the After-Action Review | Mar 25, 2025 | Minecraft | CodeCode Available | 0 |
| JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse | Mar 20, 2025 | Decision MakingImitation Learning | —Unverified | 0 |
| Uncertainty in Action: Confidence Elicitation in Embodied Agents | Mar 13, 2025 | Decision MakingMinecraft | —Unverified | 0 |
| Error Analyses of Auto-Regressive Video Diffusion Models: A Unified Framework | Mar 12, 2025 | Minecraft | —Unverified | 0 |
| Open-World Skill Discovery from Unsegmented Demonstrations | Mar 11, 2025 | Boundary DetectionEvent Segmentation | —Unverified | 0 |
| Parallelized Planning-Acting for Efficient LLM-based Multi-Agent Systems | Mar 5, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 3 |
| ROCKET-2: Steering Visuomotor Policy via Cross-View Goal Alignment | Mar 4, 2025 | MinecraftSpatial Reasoning | —Unverified | 0 |
| Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy | Feb 27, 2025 | Large Language ModelMinecraft | —Unverified | 0 |
