cs.GT · 2026-06-05 · No. 14
Computer Science and Game Theory, 2026-06-05.
1 new papers in cs.GT. Titles, authors,
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01 — The papers
1 entries-
01
DNQ: Deep Nash Q-Network for Partially Observable n-Player Games
Qintong Xie, Edward Koh, Xavier Cadet, Peter Chin
cs.GT · cs.LG
Many real-world competitive systems require multiple decision-makers to act simultaneously under shared constraints, limited information, and repeated interaction, as in auctions, resource allocation, and security competition. We study multi-turn simultaneous bidding as a controlled testbed for such problems and propose DNQ, a solver-in-the-loop equilibrium supervision framework for training bidding agents. DNQ alternates between trajectory...
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