Матвей Орлов

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upvoted a paper 1 day ago

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published 10 days ago • 152

upvoted a paper 6 days ago

SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History

Paper • 2606.08671 • Published 15 days ago • 43

upvoted a paper 17 days ago

Native Active Perception as Reasoning for Omni-Modal Understanding

Paper • 2606.19341 • Published 21 days ago • 18

upvoted a paper 18 days ago

Looped World Models

Paper • 2606.18208 • Published 22 days ago • 477

upvoted a paper 19 days ago

Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models

Paper • 2606.11324 • Published 29 days ago • 170

upvoted a paper 24 days ago

WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces

Paper • 2606.09426 • Published 30 days ago • 104

upvoted 2 papers 27 days ago

ABot-Earth 0.5: Generative 3D Earth Model

Paper • 2606.09967 • Published 30 days ago • 486

Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

Paper • 2606.05922 • Published Jun 4 • 69

upvoted 2 papers about 1 month ago

Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding

Paper • 2605.29707 • Published May 28 • 152

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

Paper • 2605.28816 • Published May 27 • 431