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Home/Authors/Qintong Xie

Qintong Xie

1 indexed paper

Recent (6 mo)
1
With code
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Publications per year

1
26

Top categories

Game Theory×1ML×1

Frequent co-authors

Edward Koh1×
Xavier Cadet1×
Peter Chin1×

Research Timeline

2026
DNQ: Deep Nash Q-Network for Partially Observable n-Player Games

The paper proposes DNQ, a scalable solver-in-the-loop framework for training agents in multi-turn simultaneous bidding games by leveraging pairwise payoff estimation to approximate complex equilibrium solutions.

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Papers

cs.GTcs.LGRecentJun 4, 2026

DNQ: Deep Nash Q-Network for Partially Observable n-Player Games

Qintong Xie, Edward Koh, Xavier Cadet, Peter Chin

The paper proposes DNQ, a scalable solver-in-the-loop framework for training agents in multi-turn simultaneous bidding games by leveraging pairwise payoff estimation to approximate complex equilibrium…

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