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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

Indramuthu Sundaram

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2 papers indexed here

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Conference Jul 2026

Behavior-Aware Multi-Modal Trip Planner: Combining GTFS, OSM, and Reinforcement Learning for User-Centric Routing

Urban public transportation systems are widely used, yet most route planning tools primarily optimize objective factors such as travel time or distance, often overlooking subjective aspects of the travel experience such as comfort, crowding, and walking tolerance. As a result, routes that are optimal by technical crite...

Indramuthu Sundaram, Marwan Bikdash, Venkatesh Pandey · 0 citations
Conference Jul 2026

Behavioral Trait Extraction and Clustering from Transit User Text Using Large Language Models

This paper presents a text based frame-work for identifying and analyzing behavioral traits in public transit users using natural language data. Instead of relying on traditional surveys, the approach extracts behavior patterns directly from user generated text, such as reviews or social media posts. Each sample is rep...

Indramuthu Sundaram, Marwan Bikdash, Venkatesh Pandey · 0 citations

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