AllSpark Research

AllSpark Research on Hugging Face Daily Papers: 9 papers, 1 in the top 3 of their day, 0 paper of the day.

1. ROSS: Relearning from Self-Generated Rollouts through Selective Supervision 49 upvotes, #21 of 2026-09-30
2. Learning to Learn from Context: Synthetic Training from Perturbed Public Documents 31 upvotes, #27 of 2026-09-29
3. CompoWorld: Compositional Environment Scaling for General Agents 42 upvotes, #16 of 2026-09-29
4. Skill2Env: Capability-Oriented Environment Synthesis from Skills for General Agents 35 upvotes, #22 of 2026-09-29
5. PACT: From Credit Assignment to Critic Alignment 28 upvotes, #8 of 2026-09-24
6. Verify Before You Distill: Prompt-Level Teacher Gating for On-Policy Distillation 20 upvotes, #5 of 2026-09-08
7. Iris: Climbing to the Search Frontier 69 upvotes, #3 of 2026-09-07
8. PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents 30 upvotes, #9 of 2026-08-28
9. D^3-MOPD: Adaptive Dynamic Domain ScheDuling for Efficient Multi-Teacher Distillation 25 upvotes, #9 of 2026-08-27

Data: hysts-bot-data/daily-papers-stats and the Daily Papers API. Open data: tardellirs/paper-pulse-data. Sister project: Model Pulse, the download history of every model on the Hub.