Rakesh R Menon

I am a first year graduate student in Computer Science at UMass Amherst. My current research focus is on the areas of Reinforcement Learning and Deep Learning.

Previously, I graduated with a Bachelors in Electrical Engineering from IIT Madras in 2017. I did my undergraduate thesis under the guidance of Prof. Balaraman Ravindran on deep reinforcement learning.

Email  /  CV  /  LinkedIn

Papers
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[NEW] The Best of Both Worlds: Combining CNNs and Geometric Constraints for Hierarchical Motion Segmentation
Pia Bideau, Aruni RoyChowdhury, Rakesh R Menon and Erik Learned-Miller
Computer Vision and Pattern Recognition (CVPR), 2018

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Prediction Error-based Transfer in Q-Ensembles
Rakesh R Menon and Balaraman Ravindran
Deep Reinforcement Learning Symposium, NIPS 2017

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Shared Learning : Enhancing Reinforcement in Q-Ensembles
Rakesh R Menon and Balaraman Ravindran

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Shared Learning in Ensemble Deep Q-Networks
Rakesh R Menon, Manu Srinath Halvagal and Balaraman Ravindran
Reinforcement Learning and Decision Making Conference (RLDM), 2017
Oral Presentation at AAMAS'17 Workshop on Adaptive Learning Agents

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