| 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 |
| A LLM Benchmark based on the Minecraft Builder Dialog Agent Task | Jul 17, 2024 | MathMinecraft | —Unverified | 0 |
| Interpretability in Action: Exploratory Analysis of VPT, a Minecraft Agent | Jul 16, 2024 | Decision MakingMinecraft | —Unverified | 0 |
| Collaborative Quest Completion with LLM-driven Non-Player Characters in Minecraft | Jul 3, 2024 | Minecraft | —Unverified | 0 |
| OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents | Jun 27, 2024 | DecoderImitation Learning | —Unverified | 0 |
| Nebula: A discourse aware Minecraft Builder | Jun 26, 2024 | Minecraft | —Unverified | 0 |
| Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft | Jun 25, 2024 | Action GenerationCode Generation | —Unverified | 0 |
| STEVE Series: Step-by-Step Construction of Agent Systems in Minecraft | Jun 17, 2024 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| 3D Building Generation in Minecraft via Large Language Models | Jun 13, 2024 | MinecraftSokoban | CodeCode Available | 0 |
| World Models with Hints of Large Language Models for Goal Achieving | Jun 11, 2024 | Decision MakingEfficient Exploration | —Unverified | 0 |
| The Embodied World Model Based on LLM with Visual Information and Prediction-Oriented Prompts | Jun 2, 2024 | Minecraft | —Unverified | 0 |
| Crafting a Pogo Stick in Minecraft with Heuristic Search (Extended Abstract) | Jun 1, 2024 | Heuristic SearchMinecraft | CodeCode Available | 0 |
| LARM: Large Auto-Regressive Model for Long-Horizon Embodied Intelligence | May 27, 2024 | Decision MakingDescriptive | —Unverified | 0 |
| Luban: Building Open-Ended Creative Agents via Autonomous Embodied Verification | May 24, 2024 | Minecraft | —Unverified | 0 |
| Extracting Heuristics from Large Language Models for Reward Shaping in Reinforcement Learning | May 24, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| DreamCraft: Text-Guided Generation of Functional 3D Environments in Minecraft | Apr 23, 2024 | Game DesignMinecraft | —Unverified | 0 |
| Hierarchical Auto-Organizing System for Open-Ended Multi-Agent Navigation | Mar 13, 2024 | MinecraftNavigate | —Unverified | 0 |
| Your device may know you better than you know yourself -- continuous authentication on novel dataset using machine learning | Mar 6, 2024 | Minecraft | —Unverified | 0 |
| RL-GPT: Integrating Reinforcement Learning and Code-as-policy | Feb 29, 2024 | Minecraftreinforcement-learning | —Unverified | 0 |
| Large Language Models as Minecraft Agents | Feb 13, 2024 | Minecraft | —Unverified | 0 |
| Improving Agent Interactions in Virtual Environments with Language Models | Feb 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application | Feb 8, 2024 | Image GenerationMinecraft | —Unverified | 0 |
| Vision-Language Models Provide Promptable Representations for Reinforcement Learning | Feb 5, 2024 | Common Sense ReasoningInstruction Following | —Unverified | 0 |
| Zero-shot Imitation Policy via Search in Demonstration Dataset | Jan 29, 2024 | Imitation LearningMinecraft | —Unverified | 0 |