Preference-based opponent shaping in differentiable games
A novel Preference-based Opponent Shaping (PBOS) method to enhance the strategy learning process by shaping agents’ preferences towards cooperation by incorporating the preference parameter into the agent’s loss function, thus allowing the agent to directly consider the opponent’s loss function when updating the strate...
Xinyu Qiao, Yudong Hu, Cong-Ying Han et al.
· Machine-mediated learning · 1 citation