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...

Xinming Wang, Jian Xu, Sheng Lian et al. · IEEE Transactions on Pattern... · 10 citations