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Quick Question: Interrupting Users for Microtasks with Reinforcement Learning


Jul 18, 2020
Bo-Jhang Ho, Bharathan Balaji, Mehmet Koseoglu, Sandeep Sandha, Siyou Pei, Mani Srivastava

* Presented at the 2nd Workshop on Human in the Loop Learning in ICML 2020 

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ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems


Dec 01, 2019
Bharathan Balaji, Jordan Bell-Masterson, Enes Bilgin, Andreas Damianou, Pablo Moreno Garcia, Arpit Jain, Runfei Luo, Alvaro Maggiar, Balakrishnan Narayanaswamy, Chun Ye


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DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning


Nov 05, 2019
Bharathan Balaji, Sunil Mallya, Sahika Genc, Saurabh Gupta, Leo Dirac, Vineet Khare, Gourav Roy, Tao Sun, Yunzhe Tao, Brian Townsend, Eddie Calleja, Sunil Muralidhara, Dhanasekar Karuppasamy


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ACES -- Automatic Configuration of Energy Harvesting Sensors with Reinforcement Learning


Sep 04, 2019
Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Rajesh K. Gupta


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Scaling Configuration of Energy Harvesting Sensors with Reinforcement Learning


Nov 27, 2018
Francesco Fraternali, Bharathan Balaji, Rajesh Gupta

* ENSsys '18: International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems}{November 4, 2018}{Shenzhen, China 
* 7 pages, 5 figures 

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Did you hear that? Adversarial Examples Against Automatic Speech Recognition


Jan 02, 2018
Moustafa Alzantot, Bharathan Balaji, Mani Srivastava

* Published in NIPS 2017 Machine Deception workshop 

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