Prakrut Kotecha

Ph.D. Student @ IISc Bangalore

I am a Ph.D. researcher in Cyber-Physical Systems at the Indian Institute of Science (IISc), Bangalore, working under the guidance of Prof. Shishir NY. My research focuses on developing learning-based dynamics models and optimal control algorithms for robots, with the goal of enabling robust and adaptive robotic locomotion.

My interest in robotics began during my undergraduate studies at VNIT Nagpur, where I was an active member of IvLabs under the mentorship of Prof. Shital Chiddarwar. Since then, I have been deeply engaged in advancing intelligent and physically grounded control strategies for complex robotic systems.

My research interests include:

  • Quadrupedal Locomotion & Dynamics
  • Learning-based Control Systems
  • Model Predictive Control (MPC)
  • Reinforcement Learning for Robotics
  • Reconfigurable Robotic Systems

I am always open to research collaborations and discussions related to robotics, learning-based control, and dynamic systems.

Prakrut Kotecha

Publications & Patents

STRIDE: Structured Lagrangian and Stochastic Residual Dynamics via Flow Matching
Prakrut Kotecha, et al.
2026 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (Under Review)
Neural Predictive Control using Lagrangian Neural Networks for Quadruped Locomotion
Prakrut Kotecha, et al.
2026 IEEE 22nd Conference on Automation Science and Engineering (CASE) (Under Review)
Real-Time Gait Adaptation for Quadrupeds using Model Predictive Control and Reinforcement Learning
Prakrut Kotecha, et al.
2025 Eleventh Indian Control Conference (ICC-11)
Investigating Lagrangian Neural Networks for Infinite Horizon Planning in Quadrupedal Locomotion
Prakrut Kotecha, et al.
7th International Conference of The Robotics Society, Advances In Robotics 2025
⭐ 🏆 Best Poster Award 🏆 ⭐
A Hierarchical Manipulation Planning Framework Combining Striking, Pushing, and Pick & Place Motion Primitives
Prakrut Kotecha, et al.
IEEE Conference on Automation Science and Engineering (CASE) 2024
Navigation System for a vehicle and a method for navigation
Prakrut Kotecha, et al.
CBR Ref. Number: 201921049473 (2018) (Published Patent)

Projects

Individual project pages are being updated with more details soon.

Experience

Research Intern
Feb 2026 - Present
Advanced Humanoid Research Lab, Infosys Limited
Humanoid robotics research and development
Research Intern
Jan 2022 - March 2023
Robotics Research Centre (RRC),International Institute of Information Technology, Hyderabad
Developed a framework for Hybrid Manipulation using a Mobile manipulator under Prof. Nagamanikandan Govindan.
Summer Intern
May 2021 - Sept 2021
Indian Institute of Space Science and Technology
Worked on a Hybrid dynamics-based controller to produce dynamic walking gait for Quadruped under Prof. Sam Zachariah
Researcher
2019 - 2022
IvLabs Robotics Club, VNIT Nagpur
Did various robotics projects and served as Alumni Secretary at IvLabs Robotics Club under Prof. Shital Chiddarwar

Talks & Presentations

RL Workshop
RL Tutorial
Walmart Centre for Tech Excellence RL Workshop, 2025 and 2026
Humanoid Robots Conference
Late Breaking Result
IEEE-RAS 24th Intl. Conference on Humanoid Robots, 2025
Neuromorphic Computing
Oral Presentation
Neuromorphic Engineering Workshop, 2025
CASE Conference
Oral Presentation
IEEE Conference on Automation Science and Engineering (CASE), 2024
CyPhySS Symposium
Oral Presentation
Cyber-Physical Systems Symposium (CyPhySS), 2024
RL Workshop
RL Tutorial
Walmart Centre for Tech Excellence RL Workshop, 2025 and 2026
Humanoid Robots Conference
Late Breaking Result
IEEE-RAS 24th Intl. Conference on Humanoid Robots, 2025
Neuromorphic Computing
Oral Presentation
Neuromorphic Engineering Workshop, 2025
CASE Conference
Oral Presentation
IEEE Conference on Automation Science and Engineering (CASE), 2024
CyPhySS Symposium
Oral Presentation
Cyber-Physical Systems Symposium (CyPhySS), 2024
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