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Author

Biwei Huang

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#machine learning Preprint Sep 2026

RSIGame: Autonomous Agentic Game Development with Recursive Self-improvement

Recent advances in large language models have made automatic game generation increasingly feasible, yet reliably improving generated games beyond a playable version remains challenging. Naive iterative refinement can easily overfit a small set of test cases, producing fragile games with unresolved bugs, missing behavio...

Wen-Yi Wu, Ming-Hao Fu, Jie-Yu You et al. · 0 citations
#artificial intelligence Preprint Sep 2026

RSIAgent: Autonomous Exploration for Recursive Self-improvement in New Environments

Digital agents must often adapt to new environments whose interfaces, tools, and failure modes are not fully captured by pretrained models. We introduce \textbf{RSIAgent}, a training-free multi-agent framework for recursive self-improvement through autonomous memory construction. RSIAgent coordinates curriculum, actor,...

Sibo Zhu, Shi-Cheng Fan, Xin-Yue Wang et al. · 3 citations
Preprint Jul 2026

StructAgent: Harness Long-horizon Digital Agents with Unified Causal Structure

This paper presents StructAgent, a state-centered framework that introduces a unified state for maintaining compact, verifiable task progress and a structured workflow that regulates progress through verifier-backed state transitions and generalizes beyond desktop environments to Minecraft, demonstrating the generality...

Wenyi Wu, Sibo Zhu, Kun Zhou et al. · 1 citation

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