Scholar
Shivaram Kalyanakrishnan
Google Scholar ID: YZkeEqAAAAAJ
Indian Institute of Technology Bombay
Artificial Intelligence
Machine Learning
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Citations & Impact
All-time
Citations
2,211
H-index
18
i10-index
20
Publications
20
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0
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Publications
3 items
Efficient Computation of Blackwell Optimal Policies using Rational Functions
2025
Cited
0
Howard's Policy Iteration is Subexponential for Deterministic Markov Decision Problems with Rewards of Fixed Bit-size and Arbitrary Discount Factor
2025
Cited
0
A New Interpretation of the Certainty-Equivalence Approach for PAC Reinforcement Learning with a Generative Model
2025
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0
Resume (English only)
Academic Achievements
2025, 'Hybrids of Reinforcement Learning and Evolutionary Computation in Finance: A Survey', ACM Computing Surveys
2025, 'Upper Bounds for All and Max-Gain Policy Iteration Algorithms on Deterministic MDPs', to appear in Mathematics of Operations Research
2024, 'Reinforcement Learning for Improving Chemical Reaction Performance', Journal of the American Chemical Society
2014, 'Direction-Changing Fall Control of Humanoid Robots: Theory and Experiments', Autonomous Robots
2011, 'Characterizing Reinforcement Learning Methods through Parameterized Learning Problems', Machine Learning
2011, 'Learning to Predict Humanoid Fall', International Journal of Humanoid Robotics
Co-authors
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Co-authors: 0 (list not available)
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