Zhou Heng

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authored 2 papers 6 days ago

Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning

Paper • 2509.25300 • Published Sep 29, 2025 • 8

Toward Efficient Agents: Memory, Tool learning, and Planning

Paper • 2601.14192 • Published 7 days ago • 49

submitted a paper to Daily Papers about 1 month ago

MemEvolve: Meta-Evolution of Agent Memory Systems

Paper • 2512.18746 • Published Dec 21, 2025 • 30

authored 4 papers 5 months ago

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 229

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14, 2025 • 97

VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning

Paper • 2506.09049 • Published Jun 10, 2025 • 37

VeriGUI: Verifiable Long-Chain GUI Dataset

Paper • 2508.04026 • Published Aug 6, 2025 • 162