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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Rajesh Kumar

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Open access Aug 2026

Rain-Aware Lane Change Decision Model for Autonomous Vehicle Using Deep Reinforcement Learning

This paper proposes a rain-aware LCD model using Deep Q-Networks (DQN), modified to incorporate rain-dependent human-driven vehicle behavior and wet-road friction effects on the ego vehicle and a safety-augmented DQN model was introduced to penalize unsafe close-following behavior before an actual collision occurs.

A. Alzubaidi, R. Babu, Young-Ji Byon et al. · 1 citation
Review Open access Aug 2026

Machine Learning-Based Energy Optimization in Smart Buildings and Industrial Facilities

An overview of emerging ML techniques and practical lessons are given to the researchers and practitioners to develop intelligent, scalable and sustainable solutions for energy optimization in next-generation smart buildings and industrial facilities.

Prince Raj, Ankur Priyadarshi, Rajesh Kumar et al. · 0 citations

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