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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Monisha Rengaraj

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2 papers indexed here

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Open access Aug 2026

Graph-Guided Item Randomizers: Formal Models, Search Strategies, and Metrics for Procedural Game Worlds

This paper formulates key-item placement in adventure-style games as a reachability problem on directed graphs with rule-constrained edges, introducing formal algorithms that support progression feasibility while enabling controlled randomness. Three placement procedures are defined in this paper: Random Fill, Forward...

Monisha Rengaraj · 0 citations
Open access Aug 2026

TrustScale ML Verifiable Privacy Preserving Multi Node Training for Robust Model Development

TrustScale ML is proposed, a scalable ML system integrating PoL, which enables the efficient verification of local ML computations, utilizing the CKKS homomorphic encryption scheme for the protection of gradients during distributed model training.

Monisha Rengaraj · 0 citations

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