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  • Reinforced Learning

Reinforced Learning

Learning to Prevent Monocular SLAM Failure using Reinforcement Learning

Publications

Monocular SLAM refers to using a single camera to estimate robot ego motion\nwhile building a map of the environment. While Monocular SLAM is a well studied\nproblem, automating Monocular SLAM by integrating it with …

Tags: reinforced learning, monocular SLAM

Overtaking Maneuvers in Simulated Highway Driving using Deep Reinforcement Learning

Publications

Most methods that attempt to tackle the problem of Autonomous Driving and overtaking usually try to either directly minimize an objective function or iteratively in a Reinforcement Learning like framework to generate …

Tags: reinforced learning, curriculum learning, autonomous driving

Tracking and stabilization of mechanical systems using reinforcement learning

Publications

The Interconnection and Damping Assignment Passivity Based Control (IDA-PBC) is a well-known method for control of complex physical systems in the port-Hamiltonian framework. Improvising on top of IDA-PBC which just …

Tags: reinforced learning, IDA-PBC, PDE

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Founded in 2024, the School brings together several faculty with expertise in various areas of Data Science and AI, to work together on impactful problems of direct relevance to the society.

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044 2257 8980
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Indian Institute of Technology Madras,
Chennai-600036, India

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