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cs.AI2026
Parallelizing Counterfactual Regret Minimization
Juho Kim, Tuomas Sandholm
Parallelization has played an instrumental role in the field of artificial intelligence (AI), drastically reducing the time taken to train and evaluate large AI models. In contrast…
cs.AI2026
Heuristic Pathologies and Further Variance Reduction via Uncertainty Propagation in the AIVAT Family of Techniques
Juho Kim, Tuomas Sandholm
How should an agent's performance in a multiagent environment be evaluated when there is a limited sample size or a high cost of running a trial? The AIVAT family of variance reduc…