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upvoted a paper about 16 hours ago

Opera: A Verbal Critic Framework for Long-horizon Coding Agents

Paper • 2609.33987 • Published 3 days ago • 8

upvoted a paper 18 days ago

RRSI: Regularized Recursive Self-Improvement of Agent Harnesses

Paper • 2609.24972 • Published 20 days ago • 225

upvoted 4 papers about 2 months ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published Aug 20 • 161

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published Aug 14 • 126

Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development

Paper • 2608.13417 • Published Aug 13 • 59

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published Aug 9 • 181

upvoted a paper 2 months ago

From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement

Paper • 2607.23802 • Published Jul 26 • 97

upvoted 2 papers about 1 year ago

Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play

Paper • 2509.25541 • Published Sep 29, 2025 • 142

EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning

Paper • 2509.22576 • Published Sep 26, 2025 • 137