SCALING COLLABORATIVE UNMANNED ROBOTS FOR AUTONOMY SCUBA

Research

Our research focuses on developing control algorithms for multi-robot topology control by utilising state-of-the-art machine learning models.

Highlighted

Pontryagin-Augmented NMPC for Stable Quadrotor Landing Under Learned Downwash Disturbances
Pontryagin-Augmented NMPC for Stable Quadrotor Landing Under Learned Downwash Disturbances
Pratik Mukherjee
ECC  ·  08 Jul 2026  ·  document/11625460
Neural PMP-NMPC for Adaptive and Stable Quadrotor Control in Perception-Driven Tasks
Neural PMP-NMPC for Adaptive and Stable Quadrotor Control in Perception-Driven Tasks
Pratik Mukherjee
ICUAS  ·  16 Jun 2026  ·  document/11598672
Neural L1 Adaptive Control of Vehicle Lateral Dynamics
Neural L1 Adaptive Control of Vehicle Lateral Dynamics
Pratik Mukherjee, Burak Mert Gonultas, O. Goktug Poyrazoglu, Volkan Isler
IEEE ICRA  ·  27 Jan 2025  ·  arXiv:2405.16358
System Identification and Control of Front-Steered Ackermann Vehicles Through Differentiable Physics
System Identification and Control of Front-Steered Ackermann Vehicles Through Differentiable Physics
Burak M. Gonultas, Pratik Mukherjee, O. Goktug Poyrazoglu, Volkan Isler
IEEE IROS  ·  13 Dec 2023  ·  10.1109/IROS55552.2023.10342391
Multirobot Field of View Control With Adaptive Decentralization
Multirobot Field of View Control With Adaptive Decentralization
Matteo Santilli, Pratik Mukherjee, Ryan K, Williams, Andrea Gasparri
IEEE TR-O  ·  01 Feb 2022  ·  10.1109/TRO.2022.3142660
Distributed Adaptive and Resilient Control of Multi-Robot Systems With Limited Field of View Interactions
Distributed Adaptive and Resilient Control of Multi-Robot Systems With Limited Field of View Interactions
Pratik Mukherjee, Matteo Santilli, Andrea Gasparri, Ryan K, Williams
IEEE RA-L  ·  03 Mar 2021  ·  10.1109/LRA.2022.3155822
Hardware-in-the-loop testbed for evaluating connected vehicle applications
Hardware-in-the-loop testbed for evaluating connected vehicle applications
Mohd Azrin Mohd Zulkefli, Pratik Mukherjee, Zongxuan Sun, Jianfeng Zheng
Transportation Research Part C Emerging Technologies  ·  01 May 2017  ·  https://doi.org/10.1016/j.trc.2017.02.01
Evaluating Connected Vehicles and Their Applications
Evaluating Connected Vehicles and Their Applications
Mohd Azrin Mohd Zulkefli, Pratik Mukherjee, Yunli Shao, Zongxuan Sun
ASME  ·  01 Dec 2016  ·  https://doi.org/10.1115/1.2016-Dec-3