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Anirban Santara

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GAN-MPC: Training Model Predictive Controllers with Parameterized Cost Functions using Demonstrations from Non-identical Experts

Jun 07, 2023
Returaj Burnwal, Anirban Santara, Nirav P. Bhatt, Balaraman Ravindran, Gaurav Aggarwal

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A Contextual Bandit Approach for Learning to Plan in Environments with Probabilistic Goal Configurations

Nov 29, 2022
Sohan Rudra, Saksham Goel, Anirban Santara, Claudio Gentile, Laurent Perron, Fei Xia, Vikas Sindhwani, Carolina Parada, Gaurav Aggarwal

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On Learning to Rank Long Sequences with Contextual Bandits

Jun 07, 2021
Anirban Santara, Claudio Gentile, Gaurav Aggarwal, Shuai Li

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Unlocking Pixels for Reinforcement Learning via Implicit Attention

Mar 04, 2021
Krzysztof Choromanski, Deepali Jain, Jack Parker-Holder, Xingyou Song, Valerii Likhosherstov, Anirban Santara, Aldo Pacchiano, Yunhao Tang, Adrian Weller

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MADRaS : Multi Agent Driving Simulator

Oct 02, 2020
Anirban Santara, Sohan Rudra, Sree Aditya Buridi, Meha Kaushik, Abhishek Naik, Bharat Kaul, Balaraman Ravindran

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ExTra: Transfer-guided Exploration

Jun 27, 2019
Anirban Santara, Rishabh Madan, Balaraman Ravindran, Pabitra Mitra

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PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral images

Apr 09, 2019
Anirban Santara, Jayeeta Datta, Sourav Sarkar, Ankur Garg, Kirti Padia, Pabitra Mitra

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RAIL: Risk-Averse Imitation Learning

Nov 29, 2017
Anirban Santara, Abhishek Naik, Balaraman Ravindran, Dipankar Das, Dheevatsa Mudigere, Sasikanth Avancha, Bharat Kaul

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Visualization Regularizers for Neural Network based Image Recognition

Jan 03, 2017
Biswajit Paria, Vikas Reddy, Anirban Santara, Pabitra Mitra

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