266 citations · 1k across the 38 of their papers we have counts for
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cs.LG2018★ 254 cited
Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning
Natasha Jaques, Angeliki Lazaridou, Edward Hughes +5
We propose a unified mechanism for achieving coordination and communication in Multi-Agent Reinforcement Learning (MARL), through rewarding agents for having causal influence over…
cs.AI2018★ 4 cited
Modeling Friends and Foes
Pedro A. Ortega, Shane Legg
How can one detect friendly and adversarial behavior from raw data? Detecting whether an environment is a friend, a foe, or anything in between, remains a poorly understood yet des…