Profil bibliographique

Juncheng Wu

Informations fournies par OpenAlex. Research Africa ne déduit ni nationalité, ni poste, ni coordonnées personnelles.

2Publications signalées
0Citations signalées
1Affiliations récentes

Les institutions déclarées

University of California, Santa Cruz

Les domaines associés

Multi-Agent Systems and NegotiationReinforcement Learning in RoboticsAdvanced Software Engineering Methodologies

Les publications récentes

Accès ouvert 2026 preprint OpenAlex

Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents

Minhua Lin, Juncheng Wu, Zijun Wang, Zhan Shi et autres

LLM agents are increasingly deployed as systems built around editable external harnesses, including prompts, skills, memories and tools, that shape task execution without changing model parameters. Harness self-evolution adapts such agents by updating these harnesses from execution evidence. Yet it remains unclear …

0 citations arXiv (Cornell University)
Accès ouvert 2026 preprint OpenAlex

Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents

Minhua Lin, Juncheng Wu, Zijun Wang, Zhan Shi et autres

LLM agents are increasingly deployed as systems built around editable external harnesses, including prompts, skills, memories and tools, that shape task execution without changing model parameters. Harness self-evolution adapts such agents by updating these harnesses from execution evidence. Yet it remains unclear …

us, de, jm, mx (code pays fourni par la source)

0 citations arXiv (Cornell University)
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