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P.B. Sujit

2 accepted papers

2024

Graph-Based Prediction and Planning Policy Network (GP3Net) for Scalable Self-Driving in Dynamic Environments Using Deep Reinforcement Learning

AAAI 2024technical

Recent advancements in motion planning for Autonomous Vehicles (AVs) show great promise in using expert driver behaviors in non-stationary driving environments. However, learning only through expert drivers needs more generalizability to recover from domain shifts and near-failure scenarios due to t…

Cited by 4SourcePDFScholar
2018

Visibility-Based Monitoring of a Path Using a Heterogeneous Robot Team

IROS 2018poster

We address the problem of visually monitoring a terrain path using ground and aerial robots. This is a coupled problem that involves computation of a guard set for the environment and route planning for a heterogeneous group of robots through the points in the guard set. A terrain path that needs to…

Cited by 8SourceScholar