Research Experience
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  • Research Experience
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Decentralized MARL for Urban Traffic Management of Autonomous Vehicles

In this project we leverage Scalable and decentralized Reinforcement Learning Algorithms
to improve cooperative decision making among autonomous agents in urban traffic scenarios.

  • QMIX Paper
  • SocialLight Paper

Heterogenous Multi-Agent Path Planning for Agricultural Swarms

In this project we propose a novel variable step RRT* algorithm with a dynamically time varying cost function to plan the best possible real-time trajectory amidst challenges of Wind and moving obstacles.

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Object Detection for prohibited items using real and synthetically composed imagery.

In this project we evaluate CNNs for prohibited item detection using real and synthetically composed imagery created using object extraction , region filling and threat object insertion.

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Address

College Park
Maryland, USA

Phone

+1 2408102712

Email

desaimanas808@gmail.com

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