Professor Vivek Shripad Borkar

Professor, Indian Institute of Technology, Bombay


Areas of Interest:

Stochastic Control and Adaptive Algorithms.

Specialization:

VLSI Architectures; Low Power VLSI Design

Consultancy Areas:

.

 

Sector Associated With:

Academia

Sectors Interested to Offer Service:

Educational / Academic institutions, R&D Organizations

Major Professional Contributions:

Prof. Borkar has many major contributions to the broad areas of stochastic control and stochastic algorithms.
1. Adaptive control : Self-tuning control of Markov chains without the strong identifiability condition, extensions of Kumar-Becker-Lin and Milito-Cruz schemes to non-finite set-ups and a finite time performance bound.
2. Average cost and risk-sensitive control : Analysis of average cost control under very general conditions that covers in particular queuing networks and extensions to continuous time/space and infinite dimensional frameworks. Analogous theory for risk-sensitive control, a popular paradigm in OR and finance.
3. Stochastic approximation : Contributions to multiscale and asynchronous schemes, stability tests, and finite time as well as asymptotic analysis of conventional algorithms. Applications to reinforcement learning algorithms of Al and to network pricing and topology control in wireless networks.
4. Other theoretical contributions : The abstract (semigroup) dynamic programming principle and a convex programming paradigm for stochastic control, agreement in distributed estimation, control of nonlinear filters, stochastic games, hybrid control,random fields, etc.
.

Professional Experience:

  • Institute Chair Professor, 8/2011- till date, IIT Bombay
  • Professor ‘J’ , 2/2011-7/2011, TIFR, Mumbai
  • Professor ‘I’, 2006-1/2011, TIFR, Mumbai
  • Professor ‘H’, 2001-2006 ,TIFR Mumbai
  • Professor ‘G’, 1999-2000 , TIFR Mumbai

Keywords:

Markov decision theory, dynamic programming, stochastic approximation, learning algorithms.

 

Contact Information

Office

Department of Electrical Engineering,
Indian Institute of Technology,
Powai, Mumbai-400076
Phone: 022-25769405
Mobile:9969066626
Fax: 022-25723707

Email: This email address is being protected from spambots. You need JavaScript enabled to view it.

 

Education

  • B.Tech.,ElectricalEngineering, 1976, Indian Institute of Technology Bombay
  • M.S., Systems and Control Engineering, 1977, Case Western Reserve University
  • PhD., Electrical &and Computer ScienceEngineering, 1980, Univ. of California, Berkeley

 

Awards and Major Professional Recognitions

  • S. K. Mitra Memorial Award, 2016
  • TWAS Award in Engineering Sciences in 2010, Chinese Academy of Sciences
  • Prasant Chandra Mahalanobis Medal in 2008, INSA
  • Distinguished Alumnus Award in 2000, I.I.T. (Mumbai)
  • S. S. Bhatnagar Award (Engg. and Technology) in 1992, CSIR

Link to Website


INAE Section Affiliated V: Electrical Engineering


Year of Election to Fellowship: 2004


Year of Birth: 1954