The Design of Desired Collectives with Multi-Agent Simulation
Collectives of Interacting Agents
Agent’s Behavior Based
on the Logic of Minority
Logic of Minority: Asymmetric Problems
Reasons for Undesirable Outcomes
Symmetric Problem vs. Asymmetric Problem
Decomposition to Pair-wise Problems
Desirable Collective: Stability, Efficiency, Fairness
Characterization of Learning Models
The Performances of Evolutional Learning
What Agents Acquired with Evolutinary Learning ?
Coupling Agents with Collectives
Efficient Utilization of
Limited Resource
with Too Many Contestants
Exogenous Design with Subsidy or Tax