| Plancraft: an evaluation dataset for planning with LLM agents | Dec 30, 2024 | Decision MakingMinecraft | CodeCode Available | 1 |
| MineStudio: A Streamlined Package for Minecraft AI Agent Development | Dec 24, 2024 | AI AgentDecision Making | CodeCode Available | 3 |
| TeamCraft: A Benchmark for Multi-Modal Multi-Agent Systems in Minecraft | Dec 6, 2024 | Imitation LearningMinecraft | CodeCode Available | 1 |
| Optimizing Latent Goal by Learning from Trajectory Preference | Dec 3, 2024 | Continual LearningInstruction Following | —Unverified | 0 |
| STEVE-Audio: Expanding the Goal Conditioning Modalities of Embodied Agents in Minecraft | Dec 1, 2024 | Decision MakingMinecraft | —Unverified | 0 |
| APT: Architectural Planning and Text-to-Blueprint Construction Using Large Language Models for Open-World Agents | Nov 26, 2024 | Few-Shot LearningLarge Language Model | CodeCode Available | 0 |
| MindForge: Empowering Embodied Agents with Theory of Mind for Lifelong Collaborative Learning | Nov 20, 2024 | MinecraftTransfer Learning | —Unverified | 0 |
| ViSTa Dataset: Do vision-language models understand sequential tasks? | Nov 20, 2024 | MinecraftObject Recognition | CodeCode Available | 0 |
| MrSteve: Instruction-Following Agents in Minecraft with What-Where-When Memory | Nov 11, 2024 | Instruction FollowingMinecraft | —Unverified | 0 |
| Guiding Multi-agent Multi-task Reinforcement Learning by a Hierarchical Framework with Logical Reward Shaping | Nov 2, 2024 | Hierarchical Reinforcement LearningMinecraft | —Unverified | 0 |
