Fast Peer Adaptation with Context-aware Exploration

no code implementations • 4 Feb 2024 • Long Ma, Yuanfei Wang, Fangwei Zhong, Song-Chun Zhu, Yizhou Wang

To do so, it is crucial for the agent to efficiently probe and identify the peer's strategy, as this is the prerequisite for carrying out the best response in adaptation.

Joint Open Knowledge Base Canonicalization and Linking

no code implementations • Proceedings of the 2021 International Conference on Management of Data 2021 • Yinan Liu, Wei Shen, Yuanfei Wang, Jianyong Wang, Zhenglu Yang, Xiaojie Yuan

However, noun phrases (NPs) and relation phrases (RPs) in OKBs are not canonicalized and often appear in different paraphrased textual variants, which leads to redundant and ambiguous facts.

Open Information Extraction Relation

ToM2C: Target-oriented Multi-agent Communication and Cooperation with Theory of Mind

1 code implementation • NeurIPS 2021 • Yuanfei Wang, Fangwei Zhong, Jing Xu, Yizhou Wang

With ToM, each agent is capable of inferring the mental states and intentions of others according to its (local) observation.