Michael L. Littman
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| title | conference | date |
|---|---|---|
| An Alternative Softmax Operator for Reinforcement Learning | Mathematics of Online Decision Making 2020 | 2020-10-23 |
Introduces the Mellowmax (mellomax) operator: log of the average of e^{omega·Q}/omega (a softened Boltzmann-style average) and proves it satisfies a… | ||
| Trace2TAP: Synthesizing Trigger-Action Programs From Traces of Behavior | UbiComp / ISWC 2020 | 2020-09-12 |
Method synthesizes all trigger-action programs that explain past manual actuations using symbolic reasoning and an SMT solver, handles out-of-order events and… | ||
| Trigger-Action Programming in the Wild: An Analysis of 200,000 IFTTT Recipes | CHI 2016 | 2016-05-07 |
Collected and released a crawl of 224,590 public recipes (sourced with Selenium with ChromeDriver), showing IFTTT triples from 67,000 in 2013 to 224,000 in… | ||
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