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upvoted a paper 9 days ago

ROSS: Relearning from Self-Generated Rollouts through Selective Supervision

Paper • 2609.35954 • Published 14 days ago • 53

upvoted 2 papers 13 days ago

Skill2Env: Capability-Oriented Environment Synthesis from Skills for General Agents

Paper • 2609.33772 • Published 15 days ago • 35

Learning to Learn from Context: Synthetic Training from Perturbed Public Documents

Paper • 2609.33642 • Published 15 days ago • 33

upvoted 2 papers about 1 month ago

Verify Before You Distill: Prompt-Level Teacher Gating for On-Policy Distillation

Paper • 2609.02998 • Published Sep 2 • 18

PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents

Paper • 2608.26530 • Published Aug 27 • 36

upvoted a paper about 2 months ago

D^3-MOPD: Adaptive Dynamic Domain ScheDuling for Efficient Multi-Teacher Distillation

Paper • 2608.24987 • Published Aug 25 • 28

upvoted 3 papers 8 months ago

Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors

Paper • 2601.15625 • Published Jan 22 • 9

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published Jan 29 • 117

Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models

Paper • 2602.02185 • Published Feb 2 • 106

upvoted a paper 11 months ago

RedOne 2.0: Rethinking Domain-specific LLM Post-Training in Social Networking Services

Paper • 2511.07070 • Published Nov 10, 2025 • 20