1 citations · 2 across the 4 of their papers we have counts for
4 papers
Active Legibility in Multiagent Reinforcement Learning
Yanyu Liu, Yinghui Pan, Yifeng Zeng +2
A multiagent sequential decision problem has been seen in many critical applications including urban transportation, autonomous driving cars, military operations, etc. Its widely k…
Variational Auto-encoder Based Solutions to Interactive Dynamic Influence Diagrams
Yinghui Pan, Biyang Ma, Hanyi Zhang +1
Addressing multiagent decision problems in AI, especially those involving collaborative or competitive agents acting concurrently in a partially observable and stochastic environme…
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…
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…