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cs.GT2026
Regret Minimization in Single-Dimensional Contract-Design with Binary Actions
Riccardo Poiani, Martino Bernasconi, Andrea Celli
We study principal-agent problems in which a principal commits to an outcome-dependent payment scheme (i.e., a contract) in order to induce an agent to take a costly action leading…
cs.GT2026
Optimal Rates for Feasible Payoff Set Estimation in Games
Annalisa Barbara, Riccardo Poiani, Martino Bernasconi +1
We study a setting in which two players play a (possibly approximate) Nash equilibrium of a bimatrix game, while a learner observes only their actions and has no knowledge of the e…