Author

A. Feng

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#artificial intelligence Preprint Sep 2026

GameBoyWorlds: A Testbed for Self-Improvement in Embodied Video Games

Powered by expert guidance, agents can operate in interactive environments; however, it is unclear whether they can learn autonomously from their own experience. To evaluate such self-improvement methods, we introduce GameBoyWorlds, a testbed for agentic self-improvement in video games. GameBoyWorlds-Execution evaluate...

Dhananjay Ashok, Adam Shen, A. Feng et al. · 0 citations

Review Open access Aug 2026

The Hitchhiker's Guide to Autonomous Research: A Survey of Scientific Agents.

This survey bridges the existing gap by presenting a comprehensive blueprint for scientific agents' design and introduces a unified taxonomy based on capability envelope and capability maturity, characterizing both the scope of scientific workflow coverage and the reliability of agent behavior under realistic research...

Xin-Ming Wang, Jian Xu, Sheng Lian et al. · IEEE Transactions on Pattern... · 11 citations