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1 result for “multi-reward”

Adaptive Exploration for Multi-Reward Multi-Policy Evaluationcs.LG

Adaptive exploration scheme for evaluating multiple policies with different rewards.

problem Online multi-reward multi-policy evaluation.

method Adapted

(ε,δ)

-PAC perspective and MR-NaS exploration scheme to minimize sample complexity.

result Demonstrated effectiveness of adaptive exploration in tabular domains.

policy evaluation multi-reward multi-policy adaptive exploration sample complexity

2025-02-04abs ↗pdf ↗