Research Scientist
CurrentFocusing on research pertaining to the development of intelligent agents for digital games at Sony
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@umass.edu
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Ishan Durugkar is listed as Research Scientist at Sony AI at SonyAI, a company with 21 employees, based in Bellevue, Washington, United States. AeroLeads shows a work email signal at umass.edu and a matched LinkedIn profile for Ishan Durugkar.
Ishan Durugkar previously worked as Research Scientist at Sonyai and Graduate Research Assistant at The University Of Texas At Austin. Ishan Durugkar holds Doctor Of Philosophy - Phd, Computer Science from The University Of Texas At Austin.
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AeroLeads found 1 current-domain work email signal for Ishan Durugkar. Compare company email patterns before reaching out.
I am a PhD student at the University of Texas at Austin. I work with Prof. Peter Stone on Reinforcement Learning and Deep Learning at the Learning Agents Research Group (LARG).Other areas of interest include Autonomous Agents, Robotics, Information Retrieval and Optimization.I have completed my Masters in Computer Science at University of Massachusetts, Amherst. As a part of the Autonomous Learning Lab, I worked on Reinforcement Learning and Deep Learning. As part of this lab, I have published the paper Generative Multi-Adversarial Networks (GMAN) at the International Conference for Learning Representations (ICLR), 2017. I also have an ArXiv paper on hierarchical behaviors using Deep Reinforcement Learning. The paper particularly focuses on learning Macro-Actions to speed up convergence and improve performance of a Deep Q-learning system trained to play Atari 2600 games.Previously, I have also published a paper on optimization. The paper focuses on swarm optimization using the social behavior of humans in a group, called Cohort Intelligence.
Listed skills include Python, Matlab, Machine Learning, Data Structures, and 6 others.
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Bellevue, Washington, United States
Focusing on research pertaining to the development of intelligent agents for digital games at Sony
As part of my PhD in Machine Learning and Reinforcement Learning under the guidance of Prof. Peter Stone, I am now working as a Graduate Research Assistant in the Learning Agents Research Group (LARG), in the Computer Science department at University of Texas at Austin.
Redmond, WA
Internship at Microsoft Research focusing on Reinforcement Learning
Amherst, MA
I have enrolled in the university of Massachusetts, Amherst. I will be specializing in the fields of Reinforcement Learning and Machine Learning. I am a part of the Autonomous Learning Lab under the guidance of Prof. Sridhar Mahadevan
Greater New York City Area
Developing a build system based on Ruby, PHP and ANT. Enabled developers to run Unit, Integration and Functional Tests in a single setting. Complete development of this system and integration into the development process.
Hyderabad Area, India
Development of online services on Visual Studio Online. Responsible for early development in a nascent team.
Hyderabad Area, India
Was responsible for bug triaging, creating test suites, preventing regression for one of the kernel components of Windows.
A conceptual implementation of CEP for sensor data. Created a system that would interact with input streams of sensor events and infer the pose and movements of the person wearing the sensors. The response was to give feedback to that person. A trial for the Internet-of-Things
Other employees you can reach at ai.sony. View company contacts for 21 employees →
Hojoon Lee
Colleague at Sonyai
Seongnam, Gyeonggi, South Korea, Korea, Republic Of
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Omar M.
Colleague at Sonyai
New York, New York, United States, United States
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Andrea Scotti
Colleague at Sonyai
Zürich Metropolitan Area, Switzerland
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Haolin Yuan
Colleague at Sonyai
Towson, Maryland, United States, United States
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Ash Govil
Colleague at Sonyai
Los Angeles, California, United States, United States
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Erin Radford
Colleague at Sonyai
Greater Seattle Area, United States
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Ali Momeni
Colleague at Sonyai
Lausanne Metropolitan Area, Switzerland
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John T.
Colleague at Sonyai
Los Angeles Metropolitan Area, United States
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Siddhant Gangapurwala
Colleague at Sonyai
Seattle, Washington, United States, United States
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Dustin Morrill
Colleague at Sonyai
Edmonton, Alberta, Canada, Canada
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Activities and Societies: Autonomous Learning Lab: Research in Reinforcement Learning and Deep Learning ACM International Collegiate.
Activities and Societies: Robocon TeamGraduated with honors in Computer Engineering, Worked in the College Robotics Laboratory.
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Ishan Durugkar works for SonyAI.
Ishan Durugkar is listed as Research Scientist at Sony AI at SonyAI.
AeroLeads has found 1 work email signal at @umass.edu for Ishan Durugkar at SonyAI.
Ishan Durugkar is based in Bellevue, Washington, United States while working with SonyAI.
Ishan Durugkar has worked for Sonyai, The University Of Texas At Austin, Deepmind, Microsoft, and University Of Massachusetts Amherst.
Ishan Durugkar's colleagues at SonyAI include Hojoon Lee, Omar M., Andrea Scotti, Haolin Yuan, and Ash Govil.
You can use AeroLeads to view verified contact signals for Ishan Durugkar at SonyAI, including work email, phone, and LinkedIn data when available.
Ishan Durugkar holds Doctor Of Philosophy - Phd, Computer Science from The University Of Texas At Austin.
Ishan Durugkar is listed with skills including Python, Matlab, Machine Learning, Data Structures, Artificial Intelligence, Algorithms, Reinforcement Learning, and Computer Science.
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