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Chenglu Sun

2 accepted papers

2026

Complex Instruction Following with Diverse Style Policies in Football Games

AAAI 2026technical

Despite advancements in language-controlled reinforcement learning (LC-RL) for basic domains and straightforward commands (e.g., object manipulation and navigation), effectively extending LC-RL to comprehend and execute high-level or abstract instructions in complex, multi-agent environments, such a

Cited by 0SourcePDFScholar
2025

Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement Learning

AAAI 2025technical

Symbolic regression (SR) has emerged as a pivotal technique for uncovering the intrinsic information within data and enhancing the interpretability of AI models. However, current state-of-the-art (sota) SR methods struggle to perform correct recovery of symbolic expressions from high-noise data. To…