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Latest external collaboration on country level. Dive into details by clicking on the dots.

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Dive into the research topics where Daniel J. Mankowitz is active.

Publication


Featured researches published by Daniel J. Mankowitz.


national conference on artificial intelligence | 2016

A Deep Hierarchical Approach to Lifelong Learning in Minecraft.

Chen Tessler; Shahar Givony; Tom Zahavy; Daniel J. Mankowitz; Shie Mannor


international conference on machine learning | 2014

Time-regularized interrupting options

Daniel J. Mankowitz; Timothy Arthur Mann; Shie Mannor


neural information processing systems | 2016

Adaptive Skills Adaptive Partitions (ASAP)

Daniel J. Mankowitz; Timothy Arthur Mann; Shie Mannor


international conference on machine learning | 2014

Time-Regularized Interrupting Options (TRIO)

Timothy Arthur Mann; Daniel J. Mankowitz; Shie Mannor


arXiv: Learning | 2016

Iterative Hierarchical Optimization for Misspecified Problems (IHOMP)

Daniel J. Mankowitz; Timothy Arthur Mann; Shie Mannor


national conference on artificial intelligence | 2015

Learning When to Switch between Skills in a High Dimensional Domain

Timothy Arthur Mann; Daniel J. Mankowitz; Shie Mannor


national conference on artificial intelligence | 2018

Learning Robust Options

Daniel J. Mankowitz; Timothy Arthur Mann; Shie Mannor; Doina Precup; Pierre-Luc Bacon


arXiv: Learning | 2018

Unicorn: Continual Learning with a Universal, Off-policy Agent.

Daniel J. Mankowitz; Augustin Zidek; André da Motta Salles Barreto; Dan Horgan; Matteo Hessel; John Quan; Junhyuk Oh; Hado van Hasselt; David Silver; Tom Schaul


neural information processing systems | 2017

Shallow Updates for Deep Reinforcement Learning

Nir Levine; Tom Zahavy; Daniel J. Mankowitz; Aviv Tamar; Shie Mannor


arXiv: Artificial Intelligence | 2017

Situationally Aware Options.

Daniel J. Mankowitz; Aviv Tamar; Shie Mannor

Collaboration


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Shie Mannor

Technion – Israel Institute of Technology

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Tom Zahavy

Technion – Israel Institute of Technology

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Aviv Tamar

University of California

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André da Motta Salles Barreto

University of Massachusetts Amherst

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