ICVs quantify each agent's causal influence on teammates' policy certainty and preference alignment to extract behavioral insights from policies alone, without reward signals.
In: Proceedings of the ACM European Conference on Computer Systems (EuroSys) (2013)
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Understanding Action Effects through Instrumental Empowerment in Multi-Agent Reinforcement Learning
ICVs quantify each agent's causal influence on teammates' policy certainty and preference alignment to extract behavioral insights from policies alone, without reward signals.