adaptive discretization 1combinatorial bandits 1confidence bounds 1continuous outcomes 1correlated sampling 1counterfactual regret minimization 1exploitability reduction 1Monte Carlo sampling 1poker AI 1sublinear regret 1
From the 2 of 10 linked papers with an AI index.
Showing cs.GTShow all
2 papers · 1 filter
cs.GT2026
AV-AIVAT: 74x Cheaper Agent Evaluation with Certified Anytime-Valid Stopping in Imperfect-Information Games
Boning Li, Yu Chen, Longbo Huang
Deciding which of two agents is stronger means playing games until skill outweighs luck, and every game costs money, model inference, or expert time. Since the number of games need…
cs.GT2026
Correlated Chance Sampling for Monte Carlo Counterfactual Regret Minimization
Boning Li, Yu Chen, Longbo Huang
The paper proposes Correlated Chance Sampling (CCS-MCCFR), a modification to Monte Carlo Counterfactual Regret Minimization that uses persistent randomized streams to reduce sampli…