12 citations · 22 across the 6 of their papers we have counts for
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cs.LG2023
Diverse Policies Converge in Reward-free Markov Decision Processe
Fanqi Lin, Shiyu Huang, Weiwei Tu
Reinforcement learning has achieved great success in many decision-making tasks, and traditional reinforcement learning algorithms are mainly designed for obtaining a single optima…
cs.AI2023★ 3 cited
TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play
Fanqi Lin, Shiyu Huang, Tim Pearce +2
Multi-agent football poses an unsolved challenge in AI research. Existing work has focused on tackling simplified scenarios of the game, or else leveraging expert demonstrations. I…