In a bespoke multi-agent exploration task, a reward that gives agents a share of their peers' rewards proportional to their influence raises team return, though a simpler influence-only variant explores more state space.
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PIMAEX: Multi-Agent Exploration through Peer Incentivization
In a bespoke multi-agent exploration task, a reward that gives agents a share of their peers' rewards proportional to their influence raises team return, though a simpler influence-only variant explores more state space.