20 citations · 35 across the 9 of their papers we have counts for
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cs.AI2023
AdaRefiner: Refining Decisions of Language Models with Adaptive Feedback
Wanpeng Zhang, Zongqing Lu
Large Language Models (LLMs) have demonstrated significant success across various domains. However, their application in complex decision-making tasks frequently necessitates intri…
cs.LG2023
Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation
Wanpeng Zhang, Yilin Li, Boyu Yang +1
In real-world scenarios, the application of reinforcement learning is significantly challenged by complex non-stationarity. Most existing methods attempt to model changes in the en…