More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning
Paper • 2610.19789 • Published • 82
Sandeep Yadav
Mumyadav
·
AI & ML interests
vector databases, graph neural networks
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MaLiang-Harness: A Programmable Path to Image and Video Generation
Paper • 2609.34309 • Published • 396
AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks
Paper • 2609.38288 • Published • 137
False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents
Paper • 2609.39102 • Published • 665
The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation
Paper • 2609.36484 • Published • 564
