Data and checkpoints for 'Agent Learning via Early Experience' (arXiv:2510.08558). IL / SR / IWM across agent environments.
AI & ML interests
Natural language processing, language models, language agents
Recent Activity
Papers
AgentCL: Toward Rigorous Evaluation of Continual Learning in Language Agents
SkillHarm: Lifecycle-Aware Skill-Based Attacks via Automated Construction
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QUEST
🔎28Conduct thorough web‑based research and deliver detailed answers
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QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks
Paper • 2605.24218 • Published • 43 -
osunlp/QUEST-35B-RL
Text Generation • 35B • Updated • 140 • 34 -
osunlp/QUEST-RL-Data
Viewer • Updated • 1.13k • 297 • 3
Data and checkpoints for 'Agent Learning via Early Experience' (arXiv:2510.08558). IL / SR / IWM across agent environments.
-
QUEST
🔎28Conduct thorough web‑based research and deliver detailed answers
-
QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks
Paper • 2605.24218 • Published • 43 -
osunlp/QUEST-35B-RL
Text Generation • 35B • Updated • 140 • 34 -
osunlp/QUEST-RL-Data
Viewer • Updated • 1.13k • 297 • 3
spaces 4
pinned
Running
Agents
29
Online-Mind2Web Leaderboard
🌐
Explore agent performance leaderboards and success-rate charts
Running
Agents
28
QUEST
🔎
Conduct thorough web‑based research and deliver detailed answers
Running
Agents
21
TravelPlannerLeaderboard
💻
Display and submit travel planner evaluation results
Paused
Agents
4
TravelPlannerEnvironment
👀
Plan a travel itinerary with cost tracking
models 90
osunlp/ARLoop-1.2B
Text Generation • 1B • Updated • 810
osunlp/PreNormLoop-0.6B
Text Generation • 0.6B • Updated • 592
osunlp/ARLoop-0.6B
Text Generation • 0.6B • Updated • 863
osunlp/early-experience-scienceworld
Updated • 1
osunlp/early-experience-appworld
Updated • 1
osunlp/early-experience-textcraft
Updated • 1
osunlp/early-experience-travelplanner
Updated • 1
osunlp/early-experience-bfcl
Updated
osunlp/early-experience-webshop
Updated • 1
osunlp/early-experience-alfworld
Updated • 1
datasets 39
osunlp/MagicBrush
Viewer • Updated • 10.4k • 17.4k • 117
osunlp/AgentCL
Viewer • Updated • 300 • 340 • 1
osunlp/Online-Mind2Web
Viewer • Updated • 300 • 456 • 38
osunlp/QUEST-RL-Data
Viewer • Updated • 1.13k • 297 • 3
osunlp/QUEST-SFT-Data-Objective-Script
Viewer • Updated • 4.67k • 423 • 1
osunlp/early-experience
Viewer • Updated • 696k • 396 • 11
osunlp/QUEST-Mid-Training-Data
Viewer • Updated • 309k • 1.47k • 1
osunlp/SkillHarm
Viewer • Updated • 879 • 14.4k • 1
osunlp/ACuRL
Viewer • Updated • 9.22k • 49
osunlp/QUEST-SFT-Data-Open-ended
Viewer • Updated • 11.9k • 180 • 1