Arnob Ghosh

Areas of Interest: 

Research Interest: Game Theory, Stochastic Optimization, Resource Allocation, Smart Grid, Multi-agent learning, Mechanism Design, Transportation Network.

Education
  • PhD, University of Pennsylvania in Electrical and Systems Engineering, September 2011- August 2016
  • MS, University of Pennsylvania, May 2013
  • B.E in Electronics and Tele-Communication, Jadavpur University, 2011.
Academic/Industrial Experience
  1. Assistant Professor, Mechanical Engineering, IIT-Delhi, August 2019-Present
  2. Postdoctorate Research Associate, Industrial Engineering, Purdue University, August 2016- July 2019
  3. Postdoctorate Research Associate, Electrical Engineering and Computer Science Department, Northwestern University, May 2017-August 2017
  4. Research Intern, INRIA- Sophia Antipolis, France, June 2014- August 2014.
Selected Publications
  1. Abubakr Al-Abbasi, Arnob Ghosh, and Vaneet Aggarwal, "DeepPool: Distributed Model-free Algorithm for Ride-sharing using Deep Reinforcement Learning", to appear in IEEE Transactions on Intelligent Transportation System.
  2. Arnob Ghosh, Vaneet Aggarwal and Prakash Chakraborty, "Tiered Spectrum Measurement Markets for joint Licensed and Unlicensed Secondary Access," to appear in?IEEE Transactions on Network Science and Engineering. doi: 10.1109/TNSE.2019.2921782
  3. Yang Zhang, Arnob Ghosh, and Vaneet Aggarwal, "Optimal Portfolio Contracts for Bidding the Cloud", in IEEE Transactions on Service Computing, to appear.
  4. Arnob Ghosh, Vaneet Aggarwal, and Hong Wan, "Strategic Prosumers: How to set prices in the Tiered Electric Market?", in IEEE Transactions on Industrial Informatics, August 2019, vol. 15, no. 8, pp.4469-4480. ?
  5. Arnob Ghosh, Randall Berry, and Vaneet Aggarwal, "Spectrum Measurement Market in Tiered Spectrum Access", to appear in IEEE Transactions on Cog- nitive Communication and Networking, December 2018. ?
  6. Arnob Ghosh, and Vaneet Aggarwal,"Menu-based Pricing for Electric Vehicle Charging with vehicle-to-grid service", in IEEE Transactions on Vehicular Tech- nology, vol.67, no.11, Nov. 2018, pp. 10268-10280. ?
  7. Arnob Ghosh, and Saswati Sarkar,"Pricing for Profit in Internet of Things", IEEE Transactions on Network Science and Engineering, June 2019, vol. 6, no.2, pp. 130--144. ?
  8. Arnob Ghosh, and Vaneet Aggarwal, "Control of Charging of Electric Vehicles through menu based pricing", in IEEE Transactions on Smart Grid, vol. 9, no.6, November 2018. ?
  9. Yang Zhang, Arnob Ghosh, Vaneet Aggarwal, and Tian Lan, "Tiered cloud stor- age bidding via two-stage, latency-aware bidding", in IEEE Transac- tions on Network Science and Management, Jan. 2019, vol. 16, no. 1, pp. 176--191. ?
  10. Arnob Ghosh, Saswati Sarkar, and Randall Berry,"The value of side-information in Secondary Spectrum Markets", in IEEE Journal on Selected Areas in Com- munication, vol. 35. no.1, January 2017, pp. 6-19. ?
  11. Arnob Ghosh and Saswati Sarkar, " Quality Sensitive Price Competition in Spec- trum Oligopoly- Single Location Game", in IEEE/ACM Transactions on Net- working, June 2016, vol .24, no. 3, pp. 1894-1907. ?
  12. Piotr, Wicek and Eitan, Altman and Arnob, Ghosh," Mean-Field Game Ap- proach to Admission Control of an M/M/? Queue with Shared Service Cost", in Dynamic Games and Applications, vol. 6, no. 4, pp. 538-566, 2016 . ?
  13. Arnob Ghosh, Laura Cottatellucci, and Eitan Altman, "Normalized Nash Equi- librium for Power Allocation in Cognitive radio networks", in IEEE Transactions on Cognitive Communication and Networking, vol. 1, no.1, 2015, pp.86-99. ?
  14. Arnob Ghosh, Swagatam Das, Aritra Chowdhury, and Ritwik Giri, "An improved differential evolution algorithm with fitness-based adaptation of the control pa- rameters", in Information Sciences, vol. 181, no. 18, pages- 3749-3765, 2011. ?
  15. Arnob Ghosh, Swagatam Das, Aritra Chowdhury, Ritwik Giri, "An ecologically inspired direct search method for solving optimal control problems with Bzier parameterization", in Engineering Applications of Artificial Intelligence, Vol. 24, Issue 7, October 2011, pages 1195-1203, ISSN 0952-1976, ?

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