ChengQ

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upvoted a paper 1 day ago

PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems

Paper • 2606.22388 • Published 4 days ago • 85

upvoted a paper 19 days ago

Brick-Composer: Using MLLMs for Assembly with Diverse Bricks

Paper • 2606.05445 • Published 22 days ago • 8

upvoted a paper 20 days ago

AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User Constraints

Paper • 2606.05622 • Published 21 days ago • 43

upvoted 2 papers about 1 month ago

Code as Agent Harness

Paper • 2605.18747 • Published May 18 • 223

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Paper • 2604.13016 • Published Apr 14 • 113

upvoted a paper about 2 months ago

CreativityBench: Evaluating Agent Creative Reasoning via Affordance-Based Tool Repurposing

Paper • 2605.02910 • Published May 6 • 23

upvoted a paper 9 months ago

UserRL: Training Interactive User-Centric Agent via Reinforcement Learning

Paper • 2509.19736 • Published Sep 24, 2025 • 12

upvoted a paper 11 months ago

UserBench: An Interactive Gym Environment for User-Centric Agents

Paper • 2507.22034 • Published Jul 29, 2025 • 30