Search Results for author: Yiteng Zhang

Found 2 papers, 0 papers with code

Concurrent Learning with Aggregated States via Randomized Least Squares Value Iteration

no code implementations23 Jan 2025 Yan Chen, Qinxun Bai, Yiteng Zhang, Shi Dong, Maria Dimakopoulou, Qi Sun, Zhengyuan Zhou

While a number of works have demonstrated the effectiveness of techniques based on randomized value functions on a single agent, it remains unclear, from a theoretical point of view, whether injecting randomization can help a society of agents {\it concurently} explore an environment.

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