4 citations · 6 across the 5 of their papers we have counts for
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cs.GT2021
Balancing Adaptability and Non-exploitability in Repeated Games
Anthony DiGiovanni, Ambuj Tewari
We study the problem of guaranteeing low regret in repeated games against an opponent with unknown membership in one of several classes. We add the constraint that our algorithm is…
cs.GT2021★ 4 cited
Survey of Self-Play in Reinforcement Learning
Anthony DiGiovanni, Ethan C. Zell
In reinforcement learning (RL), the term self-play describes a kind of multi-agent learning (MAL) that deploys an algorithm against copies of itself to test compatibility in variou…