| GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks | Feb 20, 2025 | Code GenerationMath | CodeCode Available | 0 |
| Integrating Reinforcement Learning, Action Model Learning, and Numeric Planning for Tackling Complex Tasks | Feb 18, 2025 | Imitation LearningMinecraft | CodeCode Available | 0 |
| MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems | Jan 31, 2025 | Minecraft | —Unverified | 0 |
| BAP v2: An Enhanced Task Framework for Instruction Following in Minecraft Dialogues | Jan 18, 2025 | Instruction FollowingMinecraft | —Unverified | 0 |
| GameFactory: Creating New Games with Generative Interactive Videos | Jan 14, 2025 | Domain GeneralizationMinecraft | —Unverified | 0 |
| 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 |
| Progressive Safeguards for Safe and Model-Agnostic Reinforcement Learning | Oct 31, 2024 | Meta-LearningMinecraft | —Unverified | 0 |
| Project Sid: Many-agent simulations toward AI civilization | Oct 31, 2024 | Minecraft | —Unverified | 0 |
| ADAM: An Embodied Causal Agent in Open-World Environments | Oct 29, 2024 | Lifelong learningMinecraft | —Unverified | 0 |
| MCPDial: A Minecraft Persona-driven Dialogue Dataset | Oct 29, 2024 | Minecraft | CodeCode Available | 0 |
| ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting | Oct 23, 2024 | Decision MakingMinecraft | CodeCode Available | 1 |
| WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents | Oct 9, 2024 | MinecraftModel Predictive Control | —Unverified | 0 |
| Spatial Reasoning and Planning for Deep Embodied Agents | Sep 28, 2024 | Autonomous DrivingMinecraft | —Unverified | 0 |
| Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks | Aug 7, 2024 | AttributeIn-Context Learning | CodeCode Available | 2 |
| Odyssey: Empowering Minecraft Agents with Open-World Skills | Jul 22, 2024 | Language ModellingLarge Language Model | CodeCode Available | 3 |
| A LLM Benchmark based on the Minecraft Builder Dialog Agent Task | Jul 17, 2024 | MathMinecraft | —Unverified | 0 |