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upvoted a paper 11 days ago

Progressive Agent Skill Generation via Reinforcement Learning

Paper • 2608.01678 • Published 12 days ago • 58

upvoted an article 16 days ago

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Article

Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident

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hlarcher, XciD, raphael-gl, chris-rannou

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19 days ago

• 468

upvoted a paper about 2 months ago

World Action Models: A Survey

Paper • 2606.20781 • Published Jun 18 • 56

upvoted 3 papers 2 months ago

Trust Region On-Policy Distillation

Paper • 2606.01249 • Published May 31 • 48

Self-Distilled Policy Gradient

Paper • 2606.04036 • Published Jun 2 • 28

Trust-Region Behavior Blending for On-Policy Distillation

Paper • 2605.31159 • Published May 29 • 69

upvoted a paper 4 months ago

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook

Paper • 2604.02029 • Published Apr 2 • 153

upvoted 2 papers 5 months ago

OpenClaw-RL: Train Any Agent Simply by Talking

Paper • 2603.10165 • Published Mar 10 • 158

Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem

Paper • 2512.24873 • Published Dec 31, 2025 • 110

upvoted a paper 6 months ago

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published Feb 11 • 222

upvoted an article 6 months ago

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Article

Transformers v5: Simple model definitions powering the AI ecosystem

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lysandre, ArthurZ, cyrilvallez, reach-vb

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Dec 1, 2025

• 313

upvoted 5 papers 6 months ago

Nanbeige4.1-3B: A Small General Model that Reasons, Aligns, and Acts

Paper • 2602.13367 • Published Feb 13 • 37

Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2, 2025 • 25

Experiential Reinforcement Learning

Paper • 2602.13949 • Published Feb 15 • 76

GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning

Paper • 2602.12099 • Published Feb 12 • 62

Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

Paper • 2602.10388 • Published Feb 11 • 247

upvoted an article 6 months ago

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Article

Forge: Scalable Agent RL Framework and Algorithm

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MiniMax-AI

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Feb 13

• 157

upvoted 3 papers 6 months ago

Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

Paper • 2602.08222 • Published Feb 9 • 290

AIRS-Bench: a Suite of Tasks for Frontier AI Research Science Agents

Paper • 2602.06855 • Published Feb 6 • 83

QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining

Paper • 2602.07085 • Published Feb 6 • 192