Timothy Thomas

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upvoted 2 papers 2 days ago

From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation

Paper • 2610.06100 • Published 6 days ago • 124

Semifactual Credit-Augmented Policy Optimization

Paper • 2609.40360 • Published 11 days ago • 31

upvoted 2 papers 9 days ago

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

Paper • 2609.39102 • Published 11 days ago • 503

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

Paper • 2609.36484 • Published 12 days ago • 494

upvoted a paper 15 days ago

Training Object Permanence in World Models

Paper • 2609.28654 • Published 18 days ago • 181