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MLGym: A New Framework and Benchmark for Advancing AI Research Agents

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

21 February 2025
Deepak Nathani
Lovish Madaan
Nicholas Roberts
Nikolay Bashlykov
Ajay Menon
Vincent Moens
Amar Budhiraja
Despoina Magka
Vladislav Vorotilov
Gaurav Chaurasia
Dieuwke Hupkes
Ricardo Silveira Cabral
Tatiana Shavrina
Jakob Foerster
Yoram Bachrach
William Yang Wang
Roberta Raileanu
    LLMAG
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Papers citing "MLGym: A New Framework and Benchmark for Advancing AI Research Agents"

5 / 5 papers shown
Title
Sparks of Science: Hypothesis Generation Using Structured Paper Data
Sparks of Science: Hypothesis Generation Using Structured Paper Data
Charles OÑeill
Tirthankar Ghosal
Roberta Răileanu
Mike Walmsley
Thang Bui
Kevin Schawinski
I. Ciucă
LRM
49
0
0
17 Apr 2025
MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?
MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?
Yunxiang Zhang
Muhammad Khalifa
Shitanshu Bhushan
Grant D Murphy
Lajanugen Logeswaran
Jaekyeom Kim
Moontae Lee
Honglak Lee
Lu Wang
LLMAG
ELM
62
0
0
13 Apr 2025
AgentRxiv: Towards Collaborative Autonomous Research
AgentRxiv: Towards Collaborative Autonomous Research
Samuel Schmidgall
Michael Moor
47
2
0
23 Mar 2025
LLM Agents for Education: Advances and Applications
LLM Agents for Education: Advances and Applications
Zhendong Chu
Shen Wang
Jian Xie
Tinghui Zhu
Yibo Yan
...
Aoxiao Zhong
Xuming Hu
Jing Liang
Philip S. Yu
Qingsong Wen
LLMAG
ELM
103
1
0
14 Mar 2025
Deep Learning based discovery of Integrable Systems
Deep Learning based discovery of Integrable Systems
Shailesh Lal
Suvajit Majumder
E. Sobko
36
0
0
13 Mar 2025
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