Haohuan Huang

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upvoted a paper about 15 hours ago

Democratizing Robot-Use Agents: A Unified Harness with Open Models

Paper • 2611.01560 • Published 3 days ago • 40

upvoted a collection about 2 months ago

M2RL

Collection

The SFT+RL+OPD model weights of paper "To mix or to merge: Toward multi-domain reinforcement learning for large language models" • 8 items • Updated Sep 7 • 3

liked a model about 2 months ago

Jackwang111/M2RL-SFT

4B • Updated Sep 7 • 1.09k • 2

upvoted 2 papers about 2 months ago

AuK Technical Report: An Open-Source Foundational Model for Speech Generation and Editing

Paper • 2609.08936 • Published Sep 8 • 139

StudyBench: Can Self-Evolution Squeeze Textbooks for Olympiad Capability?

Paper • 2609.00787 • Published Sep 1 • 17

upvoted a paper 2 months ago

Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments

Paper • 2609.04148 • Published Sep 3 • 80

authored a paper 2 months ago

Rethinking On-Policy Distillation of Large Language Models II: One Training Example

Paper • 2609.04172 • Published Sep 3 • 83

upvoted a paper 2 months ago

Rethinking On-Policy Distillation of Large Language Models II: One Training Example

Paper • 2609.04172 • Published Sep 3 • 83

upvoted a paper 3 months ago

PACE-Bench: Benchmarking Physics Adaptation via Code Evolution in Dynamic Environments

Paper • 2608.14441 • Published Aug 14 • 29

upvoted a collection 3 months ago

NVIDIA Nemotron v3

Collection

Open, Production-ready Enterprise Models • 46 items • Updated 11 days ago • 393

upvoted 2 papers 3 months ago

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design

Paper • 2608.10299 • Published Aug 10 • 131

Qwen-AgentWorld: Language World Models for General Agents

Paper • 2606.24597 • Published Jun 23 • 165

upvoted a collection 3 months ago

Qwen-AgentWorld

Collection

3 items • Updated Jun 24 • 83

upvoted 2 papers 3 months ago

AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses

Paper • 2608.12307 • Published Aug 12 • 108

Beyond Euclidean Clipping: Overcoming Exploration Collapse in LLM RL via Riemannian Isometric Policy Optimization

Paper • 2607.10169 • Published Jul 11 • 14

upvoted a paper 4 months ago

Weak-to-Strong Generalization via Direct On-Policy Distillation

Paper • 2607.05394 • Published Jul 8 • 144

upvoted a paper 6 months ago

ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

Paper • 2605.03042 • Published May 4 • 157

authored 2 papers 7 months ago

CriticSearch: Fine-Grained Credit Assignment for Search Agents via a Retrospective Critic

Paper • 2511.12159 • Published Nov 15, 2025

Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes

Paper • 2603.25562 • Published Mar 26 • 18

upvoted a paper 7 months ago

Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes

Paper • 2603.25562 • Published Mar 26 • 18