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Mumuksh Tayal Profile Picture

Ai And Robotics Researcher

Mumuksh Tayal

Predictive Modelling

Karnataka, India
2 Years
Joined Apr 2026
Indian Institute Of Science
Cyber Physical Systems
0 Consultations

About me

I am a researcher in the field of Reinforcement Learning and Robotics, where I work on developing reliable deep learning based RL frameworks which offer formal and statistical reliability guarantees, something that is non-trivial. In the initial years of research, many often suffer from the problem of not being able to figure out exact topic of their research, even though they are tech savvy. I want to help such students explore real gaps in the field of CV, RL, robotics, and deep learning.

Interests: I work on building RL based statistically verified reliable and safe frameworks for autonomous systems like robotics and self driving cars. This topic covers broad range of topics including Computer Vision, RL, Deep Learning, Generative AI models, Control Systems, and Robotics.

Skills

PythonMachine LearningPytorchJAXReinforcememt LearningGenerative AIDiffusion ModelsFlow MatchingRobotics

My Services

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