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| Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling | Jan 28, 2023 | Decision MakingMinecraft | CodeCode Available | 1 |
| Sample Efficient Reinforcement Learning through Learning from Demonstrations in Minecraft | Mar 12, 2020 | Deep Reinforcement LearningMinecraft | CodeCode Available | 1 |
| Combining Learning from Human Feedback and Knowledge Engineering to Solve Hierarchical Tasks in Minecraft | Dec 7, 2021 | Imitation LearningMinecraft | CodeCode Available | 1 |
| Forgetful Experience Replay in Hierarchical Reinforcement Learning from Demonstrations | Jun 17, 2020 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Multi-task curriculum learning in a complex, visual, hard-exploration domain: Minecraft | Jun 28, 2021 | Minecraftreinforcement-learning | CodeCode Available | 1 |
| MindCraft: Theory of Mind Modeling for Situated Dialogue in Collaborative Tasks | Sep 13, 2021 | MinecraftTheory of Mind Modeling | CodeCode Available | 1 |
| Towards Evaluating Generalist Agents: An Automated Benchmark in Open World | Oct 12, 2023 | BenchmarkingDiversity | CodeCode Available | 1 |
| EvoCraft: A New Challenge for Open-Endedness | Dec 8, 2020 | Minecraft | CodeCode Available | 1 |
| Evolving Flying Machines in Minecraft Using Quality Diversity | Feb 1, 2023 | DiversityMinecraft | CodeCode Available | 1 |
| MineAnyBuild: Benchmarking Spatial Planning for Open-world AI Agents | May 26, 2025 | BenchmarkingMinecraft | CodeCode Available | 1 |
| Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution | Sep 29, 2020 | General Reinforcement LearningMinecraft | CodeCode Available | 1 |
| Scaling Imitation Learning in Minecraft | Jul 6, 2020 | Data AugmentationImitation Learning | CodeCode Available | 1 |
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| Automated Isovist Computation for Minecraft | Apr 7, 2022 | Minecraft | —Unverified | 0 |
| Long-Context State-Space Video World Models | May 26, 2025 | Computational EfficiencyMinecraft | —Unverified | 0 |
| BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering | Dec 10, 2021 | MinecraftNeRF | —Unverified | 0 |
| Changing the Environment Based on Empowerment as Intrinsic Motivation | Jun 3, 2014 | Decision MakingMinecraft | —Unverified | 0 |
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| DreamCraft: Text-Guided Generation of Functional 3D Environments in Minecraft | Apr 23, 2024 | Game DesignMinecraft | —Unverified | 0 |
| A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds | Jun 9, 2023 | MinecraftVisual Reasoning | —Unverified | 0 |
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| DIP-RL: Demonstration-Inferred Preference Learning in Minecraft | Jul 22, 2023 | Decision MakingMinecraft | —Unverified | 0 |
| Causality-driven Hierarchical Structure Discovery for Reinforcement Learning | Oct 13, 2022 | Hierarchical Reinforcement LearningMinecraft | —Unverified | 0 |
| Deriving Quests from Open World Mechanics | Apr 30, 2017 | Minecraft | —Unverified | 0 |
| BugCraft: End-to-End Crash Bug Reproduction Using LLM Agents in Minecraft | Mar 25, 2025 | Minecraft | —Unverified | 0 |
| A Deep Hierarchical Approach to Lifelong Learning in Minecraft | Apr 25, 2016 | Deep Reinforcement LearningLifelong learning | —Unverified | 0 |
| Deep Reinforcement Learning with Model Learning and Monte Carlo Tree Search in Minecraft | Mar 22, 2018 | Deep Reinforcement LearningMinecraft | —Unverified | 0 |
| Deep Reinforcement Learning from Policy-Dependent Human Feedback | Feb 12, 2019 | Deep Reinforcement LearningMinecraft | —Unverified | 0 |
| Believable Minecraft Settlements by Means of Decentralised Iterative Planning | Sep 19, 2023 | Minecraft | —Unverified | 0 |
| Accelerating Empowerment Computation with UCT Tree Search | Mar 27, 2018 | Minecraft | —Unverified | 0 |
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| Deep Interpretable Models of Theory of Mind | Apr 7, 2021 | Minecraft | —Unverified | 0 |
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| LLaMA Rider: Spurring Large Language Models to Explore the Open World | Oct 13, 2023 | Decision MakingMinecraft | —Unverified | 0 |
| Luban: Building Open-Ended Creative Agents via Autonomous Embodied Verification | May 24, 2024 | Minecraft | —Unverified | 0 |
| Interpretability in Action: Exploratory Analysis of VPT, a Minecraft Agent | Jul 16, 2024 | Decision MakingMinecraft | —Unverified | 0 |
| D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection | May 4, 2025 | Causal DiscoveryDecision Making | —Unverified | 0 |
| Interactive 3D Modeling with a Generative Adversarial Network | Jun 16, 2017 | Generative Adversarial NetworkMinecraft | —Unverified | 0 |
| Behavioral Cloning via Search in Video PreTraining Latent Space | Dec 27, 2022 | Imitation LearningMinecraft | —Unverified | 0 |
| CraftAssist Instruction Parsing: Semantic Parsing for a Minecraft Assistant | Apr 17, 2019 | MinecraftSemantic Parsing | —Unverified | 0 |
| JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models | Nov 10, 2023 | Minecraft | —Unverified | 0 |
| Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback | Apr 21, 2023 | AI AgentMinecraft | —Unverified | 0 |
| JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning | Dec 7, 2021 | Efficient ExplorationHierarchical Reinforcement Learning | —Unverified | 0 |
| Approximating the full-field temperature evolution in 3D electronic systems from randomized "Minecraft" systems | Sep 21, 2022 | Minecraft | —Unverified | 0 |
| Knowledge Retrieval in LLM Gaming: A Shift from Entity-Centric to Goal-Oriented Graphs | May 24, 2025 | MinecraftRetrieval | —Unverified | 0 |
| Improving Deep Reinforcement Learning in Minecraft with Action Advice | Aug 2, 2019 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Improving Agent Interactions in Virtual Environments with Language Models | Feb 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |