33 citations · 36 across the 5 of their papers we have counts for
5 papers
Diversifying Agent's Behaviors in Interactive Decision Models
Yinghui Pan, Hanyi Zhang, Yifeng Zeng +3
Modelling other agents' behaviors plays an important role in decision models for interactions among multiple agents. To optimise its own decisions, a subject agent needs to model w…
Intention Recognition for Multiple Agents
Zhang Zhang, Yifeng Zeng, Yinghui Pan
Intention recognition is an important step to facilitate collaboration among multiple agents. Existing work mainly focuses on intention recognition in a single-agent setting and us…
Tensor Decomposition for Multi-agent Predictive State Representation
Bilian Chen, Biyang Ma, Yifeng Zeng +2
Predictive state representation~(PSR) uses a vector of action-observation sequence to represent the system dynamics and subsequently predicts the probability of future events. It i…
Team Behavior in Interactive Dynamic Influence Diagrams with Applications to Ad Hoc Teams
Muthukumaran Chandrasekaran, Prashant Doshi, Yifeng Zeng +1
Planning for ad hoc teamwork is challenging because it involves agents collaborating without any prior coordination or communication. The focus is on principled methods for a singl…
Exploiting Model Equivalences for Solving Interactive Dynamic Influence Diagrams
Yifeng Zeng, Prashant Doshi
We focus on the problem of sequential decision making in partially observable environments shared with other agents of uncertain types having similar or conflicting objectives. Thi…