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David Thompson

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Open access 2025

Autonomous Enterprise Platforms Using Cognitive Computing Techniques

Cognitive computing is a key enabler of intelligent, adaptive, and autonomous enterprise ecosystems and the proposed framework combines data acquisition, cognitive analytics, machine learning, knowledge management, and autonomous execution layers, supported by reinforcement learning, deep learning, and NLP.

David Thompson, Jennifer Clark · 0 citations
Review Open access 2020

Explainable Reinforcement Learning for Transparent Automation

This work reviews pre-2019 XRL approaches, categorizing them into policy explanation, reward decomposition, model transparency, and post-hoc interpretability methods, and proposes a framework that combines interpretable policies, surrogate models, attention mechanisms, and visualization techniques to enhance transparen...

Michael Anderson, David Thompson · 0 citations

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