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Incremental Data-Driven Policy Synthesis via Game Abstractions

cs.GT · 2025-11-14 · unverdicted · novelty 7.0

An incremental rank-lifting algorithm updates winning regions and policies in data-driven stochastic game abstractions by exploiting monotonic growth of under-approximations and shrinkage of over-approximations.

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  • Incremental Data-Driven Policy Synthesis via Game Abstractions cs.GT · 2025-11-14 · unverdicted · none · ref 34

    An incremental rank-lifting algorithm updates winning regions and policies in data-driven stochastic game abstractions by exploiting monotonic growth of under-approximations and shrinkage of over-approximations.