Author

Hanyu Lai

h-index 13 View on Semantic Scholar

We have 2 of 26 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Jul 2026

SCALECUA: Scaling Computer Use Agents with Verifiable Task Synthesis and Efficient Online RL

This work introduces ScaleCUA, a unified framework that scales online RL for CUAs via verifiable task synthesis and efficient training, and designs VeriGen, an end-to-end framework for generating verifiable RL tasks through iterative docker interactions and a multi-agent feedback loop.

Bowen Lv, Xiao Liu, Yanyu Ren et al. · arXiv.org · 4 citations · ⚡1

Preprint Aug 2026

TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling

TideRL is presented, a readiness-aware elastic RL system with Continuous Task Batching, Resource-Aware Ref-Actor Pipelining, and Elastic Resource Scaling that improves RL training goodput and reduces per-step training time across text-only and multi-modal agentic workloads.

Yanyu Ren, Xizheng Wang, Xiao Liu et al. · 0 citations