R. Srikant
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| title | conference | date |
|---|---|---|
| The Mean-Squared Error of Double Q-Learning | Reinforcement Learning from Batch Data and Simulation | 2020-11-30 |
Claim: averaging the two maintained Q estimates and using twice the step size (2G/(n+1)) makes Double Q-learning match the asymptotic mean-squared error of… | ||
| Learning Latent Events from Network Message Logs | Societal Networks 2018 | 2018-03-26 |
Takes 97 million messages with about 1,000 message types and decomposes logs into episodes using a hierarchical change-point detection step that runs in linear… | ||
| Clustering Using Pairwise Comparisons | Optimization and Decision-Making Under Uncertainty (Simons Institute, September 2016) | 2016-09-19 |
Converts the sparse N × (M choose 2) pairwise matrix into an N × M net-wins matrix, applies spectral projection and then repeats clustering after a random… | ||
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