| Homepage(current) | https://benjamin-eecs.github.io/ |
| Publications | https://benjamin-eecs.github.io/publications/ |
| Repositories | https://benjamin-eecs.github.io/repositories/ |
| CV | https://benjamin-eecs.github.io/cv/ |
| Blog | https://benjamin-eecs.github.io/blog/ |
| University of Washington | https://www.cs.washington.edu/ |
| Prof. Natasha Jaques | https://natashajaques.ai/ |
| Stanford NLP | https://nlp.stanford.edu/ |
| Meta FAIR | https://ai.meta.com/research/ |
| Jason Weston | https://www.thespermwhale.com/jaseweston/ |
| DeepSeek | https://github.com/deepseek-ai |
| National University of Singapore | https://www.nus.edu.sg/ |
| Prof. Jun Wang | http://www0.cs.ucl.ac.uk/staff/Jun.Wang/ |
| Peking University | https://english.pku.edu.cn/ |
| Prof. Zongqing Lu | https://z0ngqing.github.io/ |
| here | https://calendly.com/benjamin-eecs/ideas-chat/ |
| https://scholar.google.com/citations?user=ta7ReHYAAAAJ |
| https://github.com/Benjamin-eecs |
| https://www.linkedin.com/in/bo-liu-eecs |
| https://twitter.com/Benjamin_eecs |
| https://benjamin-eecs.github.io/assets/pdf/wechat.pdf |
| https://benjamin-eecs.github.io/assets/pdf/cv.pdf |
| News | https://benjamin-eecs.github.io/news/ |
| BigCodeArena: A Platform for Executable Code Generation Evaluation | https://arxiv.org/abs/2510.08697 |
| From RLVR to RLSVR: Breaking the Verifiability Bottleneck Beyond Math and Code via Self-Verifiable Rewards | https://openreview.net/forum?id=ztvCPuZ0oB |
| Agent Learning via Early Experience | https://arxiv.org/pdf/2510.08558.pdf |
| NeurIPS 2026 | https://neurips.cc/Conferences/2026 |
| SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning | https://openreview.net/forum?id=7Yayy5fNLg |
| Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play | https://openreview.net/forum?id=s00SNXREV6 |
| GEM: A Gym for Generalist LLMs | https://openreview.net/forum?id=vsqQ1lG52a |
| Scaling Agent Learning via Experience Synthesis | https://openreview.net/forum?id=cf7qpBwttr |
| Workshop on Multi-Agent Learning and Its Opportunities in the Era of Generative AI | https://iclr26-mal-gai.github.io/ |
| Workshop on Multi-Turn Interactions in Large Language Models | https://workshop-multi-turn-interaction.github.io |
| Natural Language Reinforcement Learning | https://openreview.net/forum?id=wzlDTzqPu3 |
| DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search | https://openreview.net/forum?id=I4YAIwrsXa |
| DeepSeek-Prover-V1.5 | https://github.com/deepseek-ai/DeepSeek-Prover-V1.5 |
| DeepSeek-Prover | https://github.com/deepseek-ai/DeepSeek-Prover-V1.5 |
| Posts | https://benjamin-eecs.github.io/blog/ |
| SPICE: Self-Play In Corpus Environments Improves Reasoning | https://benjamin-eecs.github.io/blog/2025/spice/ |
| SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning | https://benjamin-eecs.github.io/blog/2025/spiral/ |
| TorchOpt: An Efficient Library for Differentiable Optimization | https://benjamin-eecs.github.io/blog/2023/torchopt/ |
| Selected Publications | https://benjamin-eecs.github.io/publications/ |
| (Liu et al., 2025) | https://benjamin-eecs.github.io#DBLP:journals/corr/abs-2510-24684 |
| (Liu* et al., 2025) | https://benjamin-eecs.github.io#DBLP:journals/corr/abs-2506-24119 |
| (Wang et al., 2025) | https://benjamin-eecs.github.io#DBLP:journals/corr/abs-2509-25541 |
| (Wang et al., 2026) | https://benjamin-eecs.github.io#wang2026from |
| (Feng* et al., 2025) | https://benjamin-eecs.github.io#DBLP:conf/iclr/FengLWFKHMWW25w |
| (Sun et al., 9999) | https://benjamin-eecs.github.io#DBLP:journals/corr/abs-2606-05405-selected |
| (DeepSeek-AI et al., 2024) | https://benjamin-eecs.github.io#DBLP:journals/corr/abs-2405-04434 |
| (Lu et al., 2024) | https://benjamin-eecs.github.io#DBLP:journals/corr/abs-2403-05525 |
| (Xin et al., 2024) | https://benjamin-eecs.github.io#DBLP:journals/corr/abs-2408-08152 |
| (Zhang et al., 2025) | https://benjamin-eecs.github.io#DBLP:journals/corr/abs-2510-08558 |
| (Chen et al., 2025) | https://benjamin-eecs.github.io#DBLP:journals/corr/abs-2511-03773 |
| (Jin et al., 2025) | https://benjamin-eecs.github.io#DBLP:journals/corr/abs-2509-25137 |
| (Guertler et al., 2025) | https://benjamin-eecs.github.io#DBLP:journals/corr/abs-2504-11442 |
| (Ren* et al., 2023) | https://benjamin-eecs.github.io#ren2022torchopt |
| (Liu* et al., 2022) | https://benjamin-eecs.github.io#liu2021 |
| (Du et al., 2020) | https://benjamin-eecs.github.io#DBLP:conf/atal/DuLMLRWCZ21 |
| (Li et al., 2024) | https://benjamin-eecs.github.io#DBLP:journals/ral/LiLGLYZLH24 |
| (Weng et al., 2022) | https://benjamin-eecs.github.io#DBLP:journals/corr/abs-2206-10558 |
| Chuanyang Jin | https://chuanyangjin.com/ |
| Seungone Kim | https://seungonekim.github.io/ |
| Weizhe Yuan | https://yyy-apple.github.io/ |
| Wenting Zhao | https://wenting-zhao.github.io/ |
| Ilia Kulikov | https://uralik.github.io/ |
| Xian Li | https://ai.meta.com/people/1804676186610787/xian-li/ |
| Sainbayar Sukhbaatar | https://tesatory.github.io/ |
| Jack Lanchantin | https://www.jacklanchantin.com/ |
| Jason Weston | https://www.thespermwhale.com/jaseweston/index.html |
| arXiv | https://arxiv.org/abs/2510.24684 |
| PDF | https://arxiv.org/pdf/2510.24684.pdf |
| Blog | https://benjamin-eecs.github.io/blog/2025/spice |
| MEDIA | https://venturebeat.com/ai/metas-spice-framework-lets-ai-systems-teach-themselves-to-reason |
| Leon Guertler* | https://github.com/LeonGuertler |
| Simon Yu* | https://simonucl.github.io/ |
| Zichen Liu* | https://lkevinzc.github.io/ |
| Penghui Qi | https://scholar.google.com/citations?user=CLRsGEMAAAAJ&hl=en&oi=sra |
| Daniel Balcells | https://danibalcells.com/ |
| Mickel Liu | https://mickel-liu.github.io/ |
| Cheston Tan | https://scholar.google.com/citations?user=Up0UYEYAAAAJ |
| Weiyan Shi | https://wyshi.github.io/ |
| Min Lin | https://linmin.me/ |
| Wee Sun Lee | https://www.comp.nus.edu.sg/~leews/ |
| Natasha Jaques | https://natashajaques.ai/ |
| arXiv | https://arxiv.org/abs/2506.24119v2 |
| PDF | https://arxiv.org/pdf/2506.24119v2.pdf |
| Blog | https://benjamin-eecs.github.io/blog/2025/spiral |
| Code | https://github.com/spiral-rl/spiral |
| Qinsi Wang | https://wangqinsi1.github.io/ |
| Tianyi Zhou | https://tianyizhou.github.io/ |
| Jing Shi | https://jshi31.github.io/jingshi/ |
| Yueqian Lin | https://www.yueqianlin.com/ |
| Yiran Chen | https://ece.duke.edu/people/yiran-chen/ |
| Hai Helen Li | https://ece.duke.edu/people/hai-helen-li/ |
| Kun Wan | https://scholar.google.com/citations?user=PFeC45EAAAAJ&hl=en |
| Wentian Zhao | https://scholar.google.com/citations?user=zqndXGgAAAAJ&hl=en |
| arXiv | https://arxiv.org/abs/2509.25541 |
| PDF | https://arxiv.org/pdf/2509.25541.pdf |
| Qinsi Wang | https://wangqinsi1.github.io/ |
| Jing Shi | https://jshi31.github.io/jingshi/ |
| Huazheng Wang | https://huazhengwang.github.io/ |
| Kun Wan | https://scholar.google.com/citations?user=PFeC45EAAAAJ&hl=en |
| Yiran Wu | https://yiranwu0.github.io/ |
| Qingyun Wu | https://qingyun-wu.github.io/ |
| Hai Helen Li | https://ece.duke.edu/people/hai-helen-li/ |
| Yiran Chen | https://ece.duke.edu/people/yiran-chen/ |
| Handong Zhao | https://hdzhao.github.io/ |
| Wentian Zhao | https://scholar.google.com/citations?user=zqndXGgAAAAJ&hl=en |
| PDF | https://openreview.net/pdf?id=ztvCPuZ0oB |
| Xidong Feng* | https://scholar.google.com/citations?user=JfOLNu8AAAAJ&hl=en |
| Ziyu Wan | https://openreview.net/profile?id=~Ziyu_Wan2 |
| Haotian Fu | https://haotianfu.me/ |
| Girish A. Koushik | https://gak97.github.io/ |
| Zhiyuan Hu | https://zhiyuanhubj.github.io/ |
| Mengyue Yang | https://ymy4323460.github.io/ |
| Ying Wen | https://yingwen.io/ |
| Jun Wang | http://www0.cs.ucl.ac.uk/staff/Jun.Wang/ |
| arXiv | https://arxiv.org/abs/2411.14251v3 |
| PDF | https://arxiv.org/pdf/2411.14251 |
| Code | https://github.com/waterhorse1/Natural-language-RL |
| Yiyou Sun | https://sunyiyou.github.io/ |
| Xinyang Han | https://github.com/XinyangHan |
| Weichen Zhang | https://github.com/rowingchenn |
| Yuanbo Pang | https://www.linkedin.com/in/yuanbopang |
| Tianyu Wang | https://github.com/wty500 |
| Yuhan Cao | https://teafrogsf.github.io |
| Yixiao Huang | https://yixiao-huang.github.io/ |
| Chris Duroiu | https://www.linkedin.com/in/chris-duroiu/ |
| Haoyun Zhang | https://www.linkedin.com/in/haoyun-zhang-999233380 |
| Jeffrey Lin | https://sites.google.com/berkeley.edu/jeffrey-lin-openreview/home |
| Weishu Zhang | https://weishuz.github.io/ |
| Tyler Zeng | https://www.linkedin.com/in/tyler-zeng-109482380 |
| Ying Yan | https://www.linkedin.com/in/stellayy |
| Hanson Wen | https://hansonwen.dev |
| Mingyang Xu | https://www.linkedin.com/in/xmy?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=ios_app |
| Xiaoyuan Liu | http://xiaoyuanliu.cn/ |
| Zimeng Chen | https://github.com/MieMieChen |
| Weiyan Shi | https://wyshi.github.io/ |
| Amanda Dsouza | https://github.com/google/BIG-bench |
| Vincent Sunn Chen | http://vincentsc.com |
| Dawn Song | https://dawnsong.io/ |
| Patrick Bryant | https://patrickbryantlab.github.io/ |
| Carl Boettiger | https://carlboettiger.info |
| Yamini Rangan | https://www.hubspot.com/company/management/yamini-rangan |
| Bradley Rothenberg | https://www.linkedin.com/in/bradleyrothenberg |
| Kyle Steinfeld | http://ksteinfe.com/ |
| Arvind Rao | https://scholar.google.com/citations?user=hjPvMrgAAAAJ&hl=en |
| Tapio Schneider | https://climate-dynamics.org/ |
| Georgios Yannakakis | https://yannakakis.net/ |
| Laure Zanna | https://zanna-researchteam.github.io/ |
| Kaan Ozbay | https://scholar.google.com/citations?user=BH2mxiQAAAAJ&hl=en |
| Ida Sim | https://medicine.ucsf.edu/people/ida-sim |
| Tarek Zohdi | https://scholar.google.com/citations?user=gvFNDbIAAAAJ&hl=en |
| George Em Karniadakis | https://scholar.google.com/citations?user=yZ0-ywkAAAAJ&hl=en |
| Jack Gallant | https://gallantlab.org/ |
| Teresa Head-Gordon | https://thglab.berkeley.edu |
| Data Contributors | https://benjamin-eecs.github.io/publications/#agents-last-exam |
| arXiv | https://arxiv.org/abs/2606.05405 |
| PDF | https://arxiv.org/pdf/2606.05405.pdf |
| Blog | https://agents-last-exam.org/ |
| Code | https://github.com/rdi-berkeley/agents-last-exam |
| MEDIA | https://www.dailycal.org/news/campus/ai-giants-score-below-25-in-uc-berkeley-led-test-of-real-world-application/article_2e499076-aa94-4c53-b4e1-72d6de0c2c67.html |
| DeepSeek-AI | https://github.com/deepseek-ai |
| Aixin Liu | https://dblp.org/pid/296/3027.html |
| Bei Feng | https://dblp.org/pid/377/9056.html |
| Bin Wang | https://dblp.org/pid/13/1898 |
| Bingxuan Wang | https://scholar.google.com/citations?user=LFcrR10AAAAJ&hl=zh-CN |
| Chenggang Zhao | https://github.com/LyricZhao |
| Chengqi Deng | https://scholar.google.com/citations?user=m4JxPdwAAAAJ&hl=zh-CN |
| Chong Ruan | https://dblp.org/pid/159/9956.html |
| Damai Dai | https://scholar.google.com/citations?user=8b-ysf0NWVoC |
| Daya Guo | https://guoday.github.io/ |
| Dejian Yang | https://openreview.net/profile?id=~Dejian_Yang1 |
| Deli Chen | https://scholar.google.com/citations?user=8YpGRDcAAAAJ&hl=zh-CN |
| Dongjie Ji | https://dblp.org/pid/377/8997.html |
| Erhang Li | https://dblp.org/pid/319/7712.html |
| Fangyun Lin | https://dblp.org/pid/366/3955.html |
| Fuli Luo | https://scholar.google.com/citations?user=1s79Z5cAAAAJ&hl=zh-CN |
| Guangbo Hao | https://dblp.org/pid/150/6071.html |
| Guanting Chen | https://dblp.org/pid/139/7342-2.html |
| Guowei Li | https://dblp.org/pid/136/9769.html |
| Hao Zhang | https://dblp.org/pid/55/2270-155.html |
| Hanwei Xu | https://scholar.google.com/citations?user=9E8fEzEAAAAJ&hl=en |
| Hao Yang | https://scholar.google.com/citations?user=JSHANLsAAAAJ&hl=en |
| Haowei Zhang | https://openreview.net/profile?id=~Haowei_Zhang5 |
| Honghui Ding | https://www.linkedin.com/in/hhding/ |
| Huajian Xin | https://xinhuajian.wordpress.com/ |
| Huazuo Gao | https://openreview.net/profile?id=~Huazuo_Gao1 |
| Hui Li | https://dblp.org/pid/66/3387-95.html |
| Hui Qu | https://dblp.org/pid/70/5034.html |
| J. L. Cai | https://dblp.org/pid/377/8815.html |
| Jian Liang | https://dblp.org/pid/19/2208.html |
| Jianzhong Guo | https://dblp.org/pid/99/4475.html |
| Jiaqi Ni | https://dblp.org/pid/268/1361.html |
| Jiashi Li | https://www.linkedin.com/in/jiashi-li-b95936301/ |
| Jin Chen | https://dblp.org/pid/03/5287-14.html |
| Jingyang Yuan | https://github.com/yuanjypku |
| Junjie Qiu | https://dblp.org/pid/159/2068.html |
| Junxiao Song | https://junxiaosong.github.io/ |
| Kai Dong | https://dblp.org/pid/88/7785-3.html |
| Kaige Gao | https://dblp.org/pid/324/7611.html |
| Kang Guan | https://dblp.org/pid/366/3938.html |
| Lean Wang | https://leanwang326.github.io/.github.io/ |
| Lecong Zhang | https://dblp.org/pid/366/2949.html |
| Lei Xu | https://dblp.org/pid/19/360-54.html |
| Leyi Xia | https://dblp.org/pid/377/8339.html |
| Liang Zhao | https://dblp.org/pid/63/5422-26.html |
| Liyue Zhang | https://orcid.org/0009-0002-8250-1249 |
| Meng Li | https://dblp.org/pid/70/1726-94.html |
| Miaojun Wang | https://dblp.org/pid/377/8847.html |
| Mingchuan Zhang | https://scholar.google.com/citations?user=9fPGh54AAAAJ&hl=en |
| Minghua Zhang | https://scholar.google.com/citations?user=0zY18ZUAAAAJ&hl=en |
| Minghui Tang | https://www.linkedin.com/in/minghui-tang-5a3607191/ |
| Mingming Li | https://dblp.org/pid/60/4522.html |
| Ning Tian | https://dblp.org/pid/54/10787.html |
| Panpan Huang | https://github.com/mowentian |
| Peiyi Wang | https://scholar.google.com/citations?user=K0uQ3ygAAAAJ&hl=zh-CN |
| Peng Zhang | https://dblp.org/pid/21/1048-109.html |
| Qihao Zhu | https://pkuzqh.github.io/ |
| Qinyu Chen | https://scholar.google.com/citations?user=y13QmxkAAAAJ&hl=en |
| Qiushi Du | https://openreview.net/profile?id=~Qiushi_Du1 |
| R. J. Chen | https://dblp.org/pid/207/0670.html |
| R. L. Jin | https://dblp.org/pid/377/9035.html |
| Ruiqi Ge | https://dblp.org/pid/340/3490.html |
| Ruizhe Pan | https://scholar.google.com/citations?user=ZFuQR9YAAAAJ&hl=en |
| Runxin Xu | https://runxinxu.github.io/aboutme/ |
| Ruyi Chen | https://dblp.org/pid/228/5660.html |
| S. S. Li | https://dblp.org/pid/79/6515.html |
| Shanghao Lu | https://dblp.org/pid/366/3415.html |
| Shangyan Zhou | https://github.com/sphish |
| Shanhuang Chen | https://dblp.org/pid/366/3105.html |
| Shaoqing Wu | https://dblp.org/pid/262/1188.html |
| Shengfeng Ye | https://dblp.org/pid/44/1134.html |
| Shirong Ma | https://scholar.google.com/citations?user=dPHo0B0AAAAJ&hl=zh-CN |
| Shiyu Wang | https://dblp.org/pid/50/7230.html |
| Shuang Zhou | https://dblp.org/pid/319/3134.html |
| Shuiping Yu | https://dblp.org/pid/198/7605.html |
| Shunfeng Zhou | https://sf-zhou.github.io/ |
| Size Zheng | https://sizezheng.github.io/ |
| Tao Wang | https://dblp.org/pid/12/5838-189.html |
| Tian Pei | https://dblp.org/pid/366/3947.html |
| Tian Yuan | https://www.linkedin.com/in/tian-yuan-a273b7195/ |
| Tianyu Sun | https://dblp.org/pid/162/8384.html |
| W. L. Xiao | https://dblp.org/pid/377/8585.html |
| Wangding Zeng | https://scholar.google.com/citations?user=RXE7hCoAAAAJ&hl=en |
| Wei An | https://dblp.org/pid/74/8455.html |
| Wen Liu | https://github.com/StevenLiuWen |
| Wenfeng Liang | https://dblp.org/pid/59/9456.html |
| Wenjun Gao | https://www.linkedin.com/in/wenjun-gao-b7a704a5/ |
| Wentao Zhang | https://scholar.google.com/citations?user=riJuHx4AAAAJ&hl=zh-CN |
| X. Q. Li | https://dblp.org/pid/05/4649.html |
| Xiangyue Jin | https://dblp.org/pid/377/8788.html |
| Xianzu Wang | https://dblp.org/pid/377/8666.html |
| Xiao Bi | https://scholar.google.com/citations?user=ItLSfhUAAAAJ&hl=zh-CN |
| Xiaodong Liu | https://dblp.org/pid/65/622-21.html |
| Xiaohan Wang | https://dblp.org/pid/73/1307.html |
| Xiaojin Shen | https://dblp.org/pid/349/1799.html |
| Xiaokang Chen | https://charlescxk.github.io/ |
| Xiaosha Chen | https://dblp.org/pid/222/8120.html |
| Xiaotao Nie | https://dblp.org/pid/231/6558.html |
| Xiaowen Sun | https://dblp.org/pid/89/1796.html |
| arXiv | https://arxiv.org/abs/2405.04434v5 |
| PDF | https://arxiv.org/pdf/2405.04434v5.pdf |
| Code | https://github.com/deepseek-ai/DeepSeek-V2 |
| MEDIA | https://www.ft.com/content/357f3c68-b866-4c2e-b678-0d075051a260/ |
| Haoyu Lu | https://haoyulu1998.github.io/ |
| Wen Liu | https://github.com/StevenLiuWen |
| Bo Zhang | https://bo-zhang.me/ |
| Bingxuan Wang | https://scholar.google.com/citations?user=LFcrR10AAAAJ&hl=zh-CN |
| Kai Dong | https://dblp.org/pid/88/7785-3.html |
| Jingxiang Sun | https://mrtornado24.github.io/ |
| Tongzheng Ren | https://www.linkedin.com/in/tongzheng-ren-2269b2103/ |
| Zhuoshu Li | https://scholar.google.com/citations?user=5HePXUEAAAAJ&hl=zh-CN |
| Hao Yang | https://scholar.google.com/citations?user=JSHANLsAAAAJ&hl=en |
| Yaofeng Sun | https://scholar.google.com/citations?user=ogPzdaMAAAAJ&hl=en |
| Chengqi Deng | https://scholar.google.com/citations?user=m4JxPdwAAAAJ&hl=zh-CN |
| Hanwei Xu | https://scholar.google.com/citations?user=9E8fEzEAAAAJ&hl=en |
| Zhenda Xie | https://scholar.google.com/citations?user=0C4cDloAAAAJ&hl=zh-CN |
| Chong Ruan | https://dblp.org/pid/159/9956.html |
| arXiv | https://arxiv.org/abs/2403.05525v2 |
| PDF | https://arxiv.org/pdf/2403.05525v2.pdf |
| Code | https://github.com/deepseek-ai/DeepSeek-VL |
| Huajian Xin | https://xinhuajian.wordpress.com/ |
| Z. Z. Ren | https://scholar.google.com/citations?user=xgpMeDgAAAAJ&hl=zh-CN |
| Junxiao Song | https://junxiaosong.github.io/ |
| Zhihong Shao | https://zhihongshao.github.io/ |
| Wanjia Zhao | https://wanjiazhao1203.github.io/ |
| Haocheng Wang | https://haocheng.wang/ |
| Liyue Zhang | https://orcid.org/0009-0002-8250-1249 |
| Xuan Lu | https://github.com/windniw |
| Qiushi Du | https://openreview.net/profile?id=~Qiushi_Du1 |
| Wenjun Gao | https://www.linkedin.com/in/wenjun-gao-b7a704a5/ |
| Qihao Zhu | https://pkuzqh.github.io/ |
| Dejian Yang | https://openreview.net/profile?id=~Dejian_Yang1 |
| Zhibin Gou | https://zubingou.github.io/ |
| Z. F. Wu | https://openreview.net/profile?id=~Z.F._Wu1 |
| Fuli Luo | https://scholar.google.com/citations?user=1s79Z5cAAAAJ&hl=zh-CN |
| Chong Ruan | https://dblp.org/pid/159/9956.html |
| arXiv | https://arxiv.org/abs/2408.08152v1 |
| PDF | https://arxiv.org/pdf/2408.08152v1.pdf |
| Code | https://github.com/deepseek-ai/DeepSeek-Prover-V1.5 |
| Kai Zhang | https://drogozhang.github.io/ |
| Xiangchao Chen* | https://chasechen.xyz/ |
| Tianci Xue* | https://xuetianci.github.io/ |
| Zeyi Liao* | https://lzy37ld.github.io/ |
| Zhihan Liu* | https://scholar.google.com/citations?user=0VVg_R4AAAAJ&hl=en |
| Xiyao Wang | https://si0wang.github.io/ |
| Yuting Ning | https://nnnyt.github.io/ |
| Zhaorun Chen | https://billchan226.github.io/ |
| Xiaohan Fu | https://xhfu.me/ |
| Jian Xie | https://hsaest.github.io/ |
| Yuxuan Sun | https://scholar.google.com/citations?user=bKh1cAoAAAAJ&hl=zh-CN |
| Boyu Gou | https://boyugou.github.io/ |
| Qi Qi | https://qiqi-helloworld.github.io/ |
| Zihang Meng | https://pages.cs.wisc.edu/~zihangm/ |
| Jianwei Yang | https://jwyang.github.io/ |
| Ning Zhang | https://n-zhang.github.io/ |
| Xian Li | https://ai.meta.com/people/1804676186610787/xian-li/ |
| Ashish Shah | https://scholar.google.com/citations?user=KQrLwIAAAAAJ&hl=en |
| Dat Huynh | https://hbdat.github.io/ |
| Hengduo Li | https://scholar.google.com/citations?user=GJ4x2MQAAAAJ&hl=zh-CN |
| Zi Yang | https://openreview.net/profile?id=~Zi_Yang1 |
| Sara Cao | https://github.com/xuefeicao |
| Lawrence Jang | https://www.linkedin.com/in/lawrencejang/ |
| Shuyan Zhou | https://www.shuyanzhou.com/ |
| Jiacheng Zhu | https://jiachengzhuml.github.io/ |
| Huan Sun | https://u.osu.edu/ihudas/people/ |
| Jason Weston | https://www.thespermwhale.com/jaseweston/index.html |
| Yu Su | https://ysu1989.github.io/ |
| Yifan Wu | https://yifannnwu.com/ |
| arXiv | https://arxiv.org/abs/2510.08558 |
| PDF | https://arxiv.org/pdf/2510.08558.pdf |
| MEDIA | https://www.marktechpost.com/2025/10/15/meta-ais-early-experience-trains-language-agents-without-rewards-and-outperforms-imitation-learning/ |
| Zhaorun Chen | https://billchan226.github.io/ |
| Zhuokai Zhao | https://zhuokai-zhao.com/ |
| Kai Zhang | https://drogozhang.github.io/ |
| Qi Qi | https://qiqi-helloworld.github.io/ |
| Yifan Wu | https://yifannnwu.com/ |
| Tarun Kalluri | https://tarun005.github.io/ |
| Sara Cao | https://github.com/xuefeicao |
| Yuanhao Xiong | https://xyh97.github.io/ |
| Haibo Tong | https://github.com/EchoRaven |
| Huaxiu Yao | https://www.huaxiuyao.io/ |
| Hengduo Li | https://scholar.google.com/citations?user=GJ4x2MQAAAAJ&hl=zh-CN |
| Jiacheng Zhu | https://jiachengzhuml.github.io/ |
| Xian Li | https://ai.meta.com/people/1804676186610787/xian-li/ |
| Dawn Song | https://dawnsong.io/ |
| Bo Li | https://aisecure.github.io/ |
| Jason Weston | https://www.thespermwhale.com/jaseweston/index.html |
| Dat Huynh | https://hbdat.github.io/ |
| arXiv | https://arxiv.org/abs/2511.03773 |
| PDF | https://arxiv.org/pdf/2511.03773.pdf |
| MEDIA | https://venturebeat.com/ai/metas-dreamgym-framework-trains-ai-agents-in-a-simulated-world-to-cut |
| Chuanyang Jin | https://chuanyangjin.com/ |
| Jing Xu* | https://jxmsml.github.io/ |
| Leitian Tao | https://taoleitian.github.io/ |
| Olga Golovneva | https://ai.meta.com/people/426099719940817/olga-golovneva/ |
| Tianmin Shu | https://www.tshu.io/ |
| Wenting Zhao | https://wenting-zhao.github.io/ |
| Xian Li | https://ai.meta.com/people/1804676186610787/xian-li/ |
| Jason Weston | https://www.thespermwhale.com/jaseweston/index.html |
| arXiv | https://arxiv.org/abs/2509.25137 |
| PDF | https://arxiv.org/pdf/2509.25137.pdf |
| Leon Guertler | https://github.com/LeonGuertler |
| Bobby Cheng | https://github.com/bobbycxy |
| Simon Yu | https://simonucl.github.io/ |
| Leshem Choshen | https://ktilana.wixsite.com/leshem-choshen |
| Cheston Tan | https://scholar.google.com/citations?user=Up0UYEYAAAAJ |
| arXiv | https://arxiv.org/abs/2504.11442v2 |
| PDF | https://arxiv.org/pdf/2504.11442v1.pdf |
| Code | https://github.com/LeonGuertler/TextArena |
| Jie Ren* | https://github.com/JieRen98/ |
| Xidong Feng* | https://scholar.google.com/citations?user=JfOLNu8AAAAJ&hl=en |
| Xuehai Pan* | https://github.com/XuehaiPan/ |
| Yao Fu | https://future-xy.github.io/ |
| Luo Mai | https://luomai.github.io/ |
| Yaodong Yang | https://www.yangyaodong.com/ |
| arXiv | https://arxiv.org/abs/2211.06934 |
| PDF | https://jmlr.org/papers/volume24/23-0191/23-0191.pdf |
| Blog | https://medium.com/pytorch/introducing-torchopt-a-high-performance-differentiable-optimization-library-for-pytorch-37c4c0ef6ae1 |
| Code | https://github.com/metaopt/TorchOpt |
| TALK | https://slideslive.com/38993876 |
| MEDIA | https://www.marktechpost.com/2022/11/20/check-out-torchopt-an-efficient-library-for-differentiable-optimization-built-upon-pytorch/ |
| Xidong Feng* | https://scholar.google.com/citations?user=JfOLNu8AAAAJ&hl=en |
| Jie Ren | https://github.com/JieRen98/ |
| Luo Mai | https://luomai.github.io/ |
| Rui Zhu | https://github.com/rzhu3/ |
| Haifeng Zhang | https://pkuzhf.github.io/ |
| Jun Wang | http://www0.cs.ucl.ac.uk/staff/Jun.Wang/ |
| Yaodong Yang | https://www.yangyaodong.com/ |
| arXiv | https://arxiv.org/abs/2112.15400 |
| PDF | https://proceedings.neurips.cc/paper_files/paper/2022/file/c8f9db5b83fac60ca3c6d6d06a9adcd6-Paper-Conference.pdf |
| Code | https://github.com/Benjamin-eecs/Theoretical-GMRL |
| TALK | https://slideslive.com/38991319 |
| Yali Du | https://yalidu.github.io/ |
| Vincent Moens | https://github.com/vmoens |
| Ziqi Liu | https://dl.acm.org/profile/99659695233 |
| Zhicheng Ren | https://scholar.google.com/citations?user=r_sg8tsAAAAJ&hl=en |
| Jun Wang | http://www0.cs.ucl.ac.uk/staff/Jun.Wang/ |
| Xu Chen | http://xu-chen.com/ |
| Haifeng Zhang | https://pkuzhf.github.io/ |
| PDF | https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p456.pdf |
| TALK | https://slideslive.com/38954821/learning-correlated-communication-topology-in-multiagent-reinforcement-learning |
| Yuyang Li | https://yuyang.li/ |
| Yiran Geng | https://gengyiran.github.io/ |
| Puhao Li | https://xiaoyao-li.github.io/ |
| Yaodong Yang | https://www.yangyaodong.com/ |
| Yixin Zhu | https://yzhu.io/ |
| Tengyu Liu | https://tengyu.ai/ |
| Siyuan Huang | https://siyuanhuang.com/ |
| arXiv | https://arxiv.org/abs/2310.15599v2 |
| PDF | https://arxiv.org/pdf/2310.15599v2.pdf |
| Code | https://multigrasp.github.io/ |
| Jiayi Weng | https://github.com/Trinkle23897/ |
| Min Lin | https://linmin.me/ |
| Shengyi Huang | https://costa.sh/ |
| Denys Makoviichuk | https://scholar.google.com/citations?user=f8bdrbAAAAAJ&hl=en |
| Viktor Makoviychuk | https://scholar.google.com/citations?user=rmAcDNkAAAAJ&hl=en |
| Zichen Liu | https://lkevinzc.github.io/ |
| Yufan Song | https://www.linkedin.cn/incareer/in/yufansong/ |
| Ting Luo | https://www.linkedin.cn/incareer/in/alicialuo/ |
| Yukun Jiang | https://github.com/YukunJ/ |
| Zhongwen Xu | https://zhongwen.one/ |
| Shuicheng Yan | https://yanshuicheng.ai/ |
| arXiv | https://arxiv.org/abs/2206.10558 |
| PDF | https://proceedings.neurips.cc/paper_files/paper/2022/file/8caaf08e49ddbad6694fae067442ee21-Paper-Datasets_and_Benchmarks.pdf |
| Code | https://github.com/sail-sg/envpool |
| Last updated: July 09, 2026. | javascript:toggleblock('notice') |