Isadora White (original) (raw)

Isadora White Hi! I am a PhD Student at UC San Diego. Previously, I did my undergrad at UC Berkeley in Computer Science and was advised by Sergey Levine. Currently, I am excited about: Human-language agent interaction I am excited about agents that learn through interaction to collaborate with humans, by being honest and helpful. Codebase Understanding agents that can understand complex codebases and solve bugs Multi-agent Reinforcement Learning agents that can learn from multi-turn interactions with humans and other agents Multi-agent Systems Creating models that can work efficiently with other agents to achieve comoplex objectives. Reach out if you are interested in collaborating! Email / CV / Twitter / Github

Research & Projects

BugPilot: Complex Bug Generation for Efficient Training of SWE Agents Atharv Sonwane* Isadora White* , Hyunji Lee, Matheus Pereira, Lucas Caccia, Minseon Kim,Zhengyan Shi,Chinmay Singh,Alessandro Sordoni,Marc-Alexandre Cote,Eric Yuan Preprint paper / blog Co-led the development of RL training pipeline for SWE agents. Trained SoTA 32B and 14B SWE agents on complex, realistic bugs generated by BugPilot, a new bug generation framework.
Gistify! Codebase-Level Understanding via Runtime Execution Hyunji Lee, Minseon Kim,Chinmay Singh, Matheus Pereira, Atharv Sonwane Isadora White , Elias Stengel-Eskin,Mohit Bansal,Zhengyan Shi,Alessandro Sordoni,Marc-Alexandre Cote,Eric Yuan Lucas Caccia, Preprint paper / blog Co-led the development of RL training pipeline for SWE agents. Trained SoTA 32B and 14B SWE agents on complex, realistic bugs generated by BugPilot, a new bug generation framework.
Collaborating Action by Action: Multi-agent LLM Framework for Embodied Reasoning Isadora White, Kolby Nottingham,Ayush Maniar, Max Robinson, Hansen Lillemark Mehul Maheshwari,Lianhui Qin,https://prithvirajva.com/ Preprint & 4.3k Stars on GitHub! paper / website Co-led the development of RL training pipeline for SWE agents. Trained SoTA 32B and 14B SWE agents on complex, realistic bugs generated by BugPilot, a new bug generation framework.
LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models Marwa Abdulhai Isadora White , Charlie Snell, Charles Sun, Joey Hong , Yuexiang (Simon) Zhai , Kelvin Xu Sergey Levine ICML 2025 paper / website Created benchmarks to test the capabilities of multi-turn RL algorithms in language.
Communicate to Play: Pragmatic Reasoning for Efficient Cross-Cultural Communication` Isadora White , Sashrika Pandey, Michelle Pan EMNNLP Findings 2024 , Aug. 2024 paper / code Analyzed the game Codenames to understand how players use language to communicate efficiently across cultures and developed a method to allow players to communicate more efficiently across cultures.

Website template from Jon Barron