Friend or Foe? Detecting an Opponent's Attitude in Normal Form Games(Extended Abstract)

摘要

We study the problem of achieving cooperation between two self-interested agents that play a sequence of different randomly generated normal form games. The agent learns how much the opponent is willing to cooperate and reciprocates. We present empirical results that show that both agents benefit from cooperation and that a small number of games is sufficient to learn the cooperation level of the opponent.