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Aswin Raghavan
Senior Computer Scientist, Center for Vision Technologies, SRI International
Joined
September 2018
Names
Aswin Raghavan
(Preferred)
,
Raghavan Aswin
,
Aswin Nadamuni Raghavan
Emails
****@sri.com
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@eecs.oregonstate.edu
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Senior Computer Scientist
Center for Vision Technologies,
SRI International
(sri.com)
2016
–
Present
Graduate Research Assistant
School of Electrical Engineering and Computer Science,
Oregon State University
(oregonstate.edu)
2010
–
2017
Advisors, Relations & Conflicts
PhD Advisor
Prasad Tadepalli
2010
–
2017
PhD Advisor
Alan Fern
2010
–
2017
PhD Advisor
Roni Khardon
2010
–
2017
Expertise
Deep Learning
,
Unsupervised Learning
,
Lifelong Learning
,
Multi-Task Learning
,
Transfer Learning
2016
–
Present
Dialog Management
,
Conversational Intelligence
,
Interactive Agents
2016
–
Present
Planning
,
Reinforcement Learning
,
Deep Reinforcement Learning
,
Decision Making
2010
–
Present
Publications
Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition and Selective Transfer
Aswin Raghavan
,
Jesse Hostetler
,
Indranil Sur
,
Abrar Rahman
,
Ajay Divakaran
12 Jun 2020 (modified: 05 May 2023)
LifelongML@ICML2020
Readers:
Everyone
Emergency Response Optimization using Online Hybrid Planning
Durga Harish Dayapule
,
Aswin Raghavan
,
Prasad Tadepalli
,
Alan Fern
2018 (modified: 10 Nov 2022)
IJCAI 2018
Readers:
Everyone
Aesop: A Visual Storytelling Platform for Conversational AI
Tim Meo
,
Aswin Raghavan
,
David A. Salter
,
Alex Tozzo
,
Amir Tamrakar
,
Mohamed R. Amer
2018 (modified: 10 Nov 2022)
IJCAI 2018
Readers:
Everyone
Hindsight Optimization for Hybrid State and Action MDPs
Aswin Raghavan
,
Scott Sanner
,
Roni Khardon
,
Prasad Tadepalli
,
Alan Fern
2017 (modified: 02 Mar 2020)
AAAI 2017
Readers:
Everyone
Relational Markov Decision Processes: Promise and Prospects
Saket Joshi
,
Roni Khardon
,
Prasad Tadepalli
,
Alan Fern
,
Aswin Raghavan
2013 (modified: 16 Jul 2019)
AAAI Workshop: Statistical Relational Artificial Intelligence 2013
Readers:
Everyone
Symbolic Opportunistic Policy Iteration for Factored-Action MDPs
Aswin Raghavan
,
Roni Khardon
,
Alan Fern
,
Prasad Tadepalli
2013 (modified: 11 Nov 2022)
NIPS 2013
Readers:
Everyone
Planning in Factored Action Spaces with Symbolic Dynamic Programming
Aswin Raghavan
,
Saket Joshi
,
Alan Fern
,
Prasad Tadepalli
,
Roni Khardon
2012 (modified: 16 Jul 2019)
AAAI 2012
Readers:
Everyone
Co-Authors
Abrar Rahman
Ajay Divakaran
Alan Fern
Alex Tozzo
Amir Tamrakar
David A. Salter
Durga Harish Dayapule
Indranil Sur
Jesse Hostetler
Mohamed R. Amer
Prasad Tadepalli
Roni Khardon
Saket Joshi
Scott Sanner
Tim Meo