Nicholas Reed

Nicholasreed

3

AI & ML interests

PhD candidate in computer vision

Recent Activity

upvoted a paper 21 days ago

WorkRover: Scaling Long-Horizon Cowork Agent Training Via Recursive Environment Evolution

upvoted a paper about 1 month ago

The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation

upvoted a paper about 1 month ago

False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents

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upvoted a paper 21 days ago

WorkRover: Scaling Long-Horizon Cowork Agent Training Via Recursive Environment Evolution

Paper • 2610.18067 • Published 22 days ago • 35

upvoted 2 papers about 1 month ago

The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation

Paper • 2609.36484 • Published Sep 29 • 168

False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents

Paper • 2609.39102 • Published Sep 30 • 151