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Tractable multi-agent rein- forcement learning through behavioral economics

2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

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2026 2

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UNVERDICTED 2

representative citing papers

Strategically Robust Aggregative Games

cs.GT · 2026-04-26 · unverdicted · novelty 7.0

A new equilibrium concept uses optimal-transport ambiguity sets to make agents robust to uncertain aggregate behavior in convex aggregative games, yielding better decisions and sometimes lower costs in EV charging applications.

Strategically Robust Linear Quadratic Dynamic Games

math.OC · 2026-04-24 · unverdicted · novelty 7.0

Strategically robust LQ dynamic games reduce to standard LQ games with penalized fictitious adversaries, admitting unique Markovian linear equilibria computable by coupled Riccati equations, with simulations revealing robustness benefits and a free-lunch performance improvement.

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Showing 2 of 2 citing papers.

  • Strategically Robust Aggregative Games cs.GT · 2026-04-26 · unverdicted · none · ref 20

    A new equilibrium concept uses optimal-transport ambiguity sets to make agents robust to uncertain aggregate behavior in convex aggregative games, yielding better decisions and sometimes lower costs in EV charging applications.

  • Strategically Robust Linear Quadratic Dynamic Games math.OC · 2026-04-24 · unverdicted · none · ref 10

    Strategically robust LQ dynamic games reduce to standard LQ games with penalized fictitious adversaries, admitting unique Markovian linear equilibria computable by coupled Riccati equations, with simulations revealing robustness benefits and a free-lunch performance improvement.