Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
Published:
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Towards Evaluating Generalist Agents: An Automated Benchmark in Open World
Published in Preprint, 2023
MineCraft Universe (MCU) benchmark for evaluating generalist agents in open-world environments.
Recommended citation: X. Zheng, H. Lin, K. He, Z. Wang, Z. Zheng, Q. Fu, H. Fu, and Y. Liang. (2023). "Towards Evaluating Generalist Agents: An Automated Benchmark in Open World." Preprint.
Hyperbolic Pre-Trained Language Model
Published in IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024.
Recommended citation: W. Chen, X. Han, Y. Lin, K. He, R. Xie, J. Zhou, Z. Liu, and M. Sun. (2024). "Hyperbolic Pre-Trained Language Model." IEEE/ACM Transactions on Audio, Speech, and Language Processing.
Training Open-ended Policies to follow Video-prompt Instructions with Reinforcement Learning
Published in OpenReview preprint, 2024
OpenReview preprint on training open-ended policies with video-prompt instructions and reinforcement learning.
Recommended citation: K. He, B. Zhang, Z. Wang, S. Cai, Q. Fu, H. Fu, A. Liu, and Y. Liang. (2024). "Training Open-ended Policies to follow Video-prompt Instructions with Reinforcement Learning." OpenReview preprint.
Minestudio: A streamlined package for minecraft ai agent development
Published in arXiv preprint arXiv:2412.18293, 2024
arXiv preprint arXiv:2412.18293. Cited by 2.
Recommended citation: S. Cai, Z. Mu, K. He, B. Zhang, X. Zheng, A. Liu, and Y. Liang. (2024). "Minestudio: A streamlined package for minecraft ai agent development." arXiv preprint arXiv:2412.18293.
JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse
Published in Findings of the Association for Computational Linguistics (ACL Findings), 2025
ACL Findings 2025.
Recommended citation: M. Li, Z. Wang, K. He, X. Ma, and Y. Liang. (2025). "JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse." Findings of the Association for Computational Linguistics (ACL Findings).
MCU: An evaluation framework for open-ended game agents
Published in International Conference on Machine Learning (ICML), 2025
ICML 2025 Spotlight.
Recommended citation: X. Zheng, H. Lin, K. He, Z. Wang, Q. Fu, H. Fu, Z. Zheng, and Y. Liang. (2025). "MCU: An Evaluation Framework for Open-Ended Game Agents." International Conference on Machine Learning (ICML). Spotlight.
OpenHA: A Series of Open-Source Hierarchical Agentic Models in Minecraft
Published in International Conference on Machine Learning (ICML), 2026
ICML 2026.
Recommended citation: Z. Wang, M. Li, K. He, X. Wang, Z. Mu, M. Liu, A. Liu, and Y. Liang. (2026). "OpenHA: A Series of Open-Source Hierarchical Agentic Models in Minecraft." International Conference on Machine Learning (ICML).
DeepHA: Scaling Action Chains Elicits Deep Hierarchical Agents
Published in International Conference on Machine Learning (ICML), 2026
ICML 2026.
Recommended citation: Z. Wang, M. Li, K. He, H. Lin, X. Ma, A. Liu, and Y. Liang. (2026). "DeepHA: Scaling Action Chains Elicits Deep Hierarchical Agents." International Conference on Machine Learning (ICML).
CrossAgent: Bridging Cross-level Actions into One Agentic Model via Reinforcement Learning
Published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026
CVPR 2026 Highlight.
Recommended citation: K. He, Z. Wang, M. Li, A. Liu, and Y. Liang. (2026). "CrossAgent: Bridging Cross-level Actions into One Agentic Model via Reinforcement Learning." IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Highlight.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.