29 citations · 88 across the 14 of their papers we have counts for
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cs.AI2018★ 29 cited
Multi-Agent Reinforcement Learning: A Report on Challenges and Approaches
Sanyam Kapoor
Reinforcement Learning (RL) is a learning paradigm concerned with learning to control a system so as to maximize an objective over the long term. This approach to learning has rece…
cs.LG2018★ 23 cited
Backplay: "Man muss immer umkehren"
Cinjon Resnick, Roberta Raileanu, Sanyam Kapoor +3
Model-free reinforcement learning (RL) requires a large number of trials to learn a good policy, especially in environments with sparse rewards. We explore a method to improve the…