6 citations · 15 across the 10 of their papers we have counts for
4 papers · 1 filter
Utility Theory based Cognitive Modeling in the Application of Robotics: A Survey
Qin Yang
Cognitive modeling, which explores the essence of cognition, including motivation, emotion, and perception, has been widely applied in the artificial intelligence (AI) agent domain…
A Hierarchical Game-Theoretic Decision-Making for Cooperative Multi-Agent Systems Under the Presence of Adversarial Agents
Qin Yang, Ramviyas Parasuraman
Underlying relationships among Multi-Agent Systems (MAS) in hazardous scenarios can be represented as Game-theoretic models. This paper proposes a new hierarchical network-based mo…
A Strategy-Oriented Bayesian Soft Actor-Critic Model
Qin Yang, Ramviyas Parasuraman
Adopting reasonable strategies is challenging but crucial for an intelligent agent with limited resources working in hazardous, unstructured, and dynamic environments to improve th…
Hierarchical Needs-driven Agent Learning Systems: From Deep Reinforcement Learning To Diverse Strategies
Qin Yang
The needs describe the necessities for a system to survive and evolve, which arouses an agent to action toward a goal, giving purpose and direction to behavior. Based on Maslow hie…