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Pierre-Luc Bacon

I'm a PhD student working with Doina Precup. In the Reasoning and Learning Lab. Over the last few years, I've been working on problem of learning temporal abstractions. Anna Harutyunyan, Peter Vrancx, Pierre-Luc Bacon, Doina Precup, Ann Nowe. Learning with Options that Terminate Off-Policy. Thirthy-first AAAI Conference On Artificial Intelligence (AAAI), 2018. ( arXiv. Thirthy-first AAAI Conference On Artificial Intelligence (AAAI), 2018. ( arXiv. CoRR abs/1705.09322, 2017. Pierre-Luc Bacon, Doina Precup...

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Pierre-Luc Bacon | pierrelucbacon.com Reviews

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I'm a PhD student working with Doina Precup. In the Reasoning and Learning Lab. Over the last few years, I've been working on problem of learning temporal abstractions. Anna Harutyunyan, Peter Vrancx, Pierre-Luc Bacon, Doina Precup, Ann Nowe. Learning with Options that Terminate Off-Policy. Thirthy-first AAAI Conference On Artificial Intelligence (AAAI), 2018. ( arXiv. Thirthy-first AAAI Conference On Artificial Intelligence (AAAI), 2018. ( arXiv. CoRR abs/1705.09322, 2017. Pierre-Luc Bacon, Doina Precup...

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Pierre-Luc Bacon | pierrelucbacon.com Reviews

https://pierrelucbacon.com

I'm a PhD student working with Doina Precup. In the Reasoning and Learning Lab. Over the last few years, I've been working on problem of learning temporal abstractions. Anna Harutyunyan, Peter Vrancx, Pierre-Luc Bacon, Doina Precup, Ann Nowe. Learning with Options that Terminate Off-Policy. Thirthy-first AAAI Conference On Artificial Intelligence (AAAI), 2018. ( arXiv. Thirthy-first AAAI Conference On Artificial Intelligence (AAAI), 2018. ( arXiv. CoRR abs/1705.09322, 2017. Pierre-Luc Bacon, Doina Precup...

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pierrelucbacon.com

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Pierre-Luc Bacon

http://pierrelucbacon.com/about

I'm a PhD student working under the supervision of Doina Precup. In the Reasoning and Learning Lab. I want to understand how temporally extended actions. And representations thereof can be learned from experience. And utilized to drive intelligent behavior. You can reach me at. Or on Twitter as @pierrelux. I usually work in MC107, first floor of the McConnell building. Emmanuel Bengio, Pierre-Luc Bacon, Joelle Pineau, Doina Precup. Conditional Computation in Neural Networks for faster models. Pierre-Luc ...

2

Markov decision processes

http://pierrelucbacon.com/mdp

June 1st 2015, Pierre-Luc Bacon. The problem of optimal sequential decision making was studied by Richard Bellman at Los Alamos during the Manhattan Project of World War II. The name. And most of its terminology is attributed to (Bellman 1954). And the core concepts were further developed in (Bellman 1957). A discrete time finite state and action Markov Decision Process (MDP) is a tuple ( langle mathcal{S}, mathcal{A}, mathbb{P} left { cdot , middle , s, a right }, r rangle ). With ( mathcal{S} ). In the...

3

Semirings and weighted automata

http://pierrelucbacon.com/wfa

Semirings and weighted automata. August 5 2014, Pierre-Luc Bacon. A semiring is a structure ( K, oplus, odot, mathbf{0}, mathbf{1}) ). Which satisfies the following conditions. K, oplus, mathbf{0}) ). Is a commutative monoid in which ( oplus ). Is an associative and commutative binary operation for which (0 ). Acts as the neutral element. K, odot, mathbf{1}) ). Is a monoid. That is, ( odot ). Is an associative binary operation for which (1 ). Is the neutral element. Is absorbing for ( odot ). With label ...

4

Do skillful behaviors only exist in the eye of the observer ?

http://pierrelucbacon.com/skills

Do skillful behaviors only exist in the eye of the observer? July 18 2014, Pierre-Luc Bacon. I am sometimes calling into question the idea of skill acquisition. In its dominant representationalist view. In AI the idea of skills has been instantiated under many forms: from the macro-actions in STRIPS-like frameworks, to the behaviors. Of the subsumption achitecture, or any of the various formalisms of hierachical reinforcement learning proposed during the 90s. Or my plan to go there? Ulam goes on arguing ...

5

Temporal and Spatial Components of Motor Skills Learning in Birdsong

http://pierrelucbacon.com/birdsong

Temporal and Spatial Components of Motor Skills Learning in Birdsong. September 28 2013, Pierre-Luc Bacon. If all you have is a hammer, everything looks like a nail. I have to admit: my. For Hierachical Reinforcement Learning is the options framework of Sutton, Precup, and Singh (1999). While reading Ali et al. (2013). Characteristics of birdsong and that of aquiring its temporal structure. The authors suggests that the basal ganglia. Would be responsible for learning the. Provides algorithmic grounds fo...

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Institute of Cognitive Sciences and Technologies. Peter Sunehag, Google DeepMind.

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I'm a PhD student working with Doina Precup. In the Reasoning and Learning Lab. Over the last few years, I've been working on problem of learning temporal abstractions. Anna Harutyunyan, Peter Vrancx, Pierre-Luc Bacon, Doina Precup, Ann Nowe. Learning with Options that Terminate Off-Policy. Thirthy-first AAAI Conference On Artificial Intelligence (AAAI), 2018. ( arXiv. Thirthy-first AAAI Conference On Artificial Intelligence (AAAI), 2018. ( arXiv. CoRR abs/1705.09322, 2017. Pierre-Luc Bacon, Doina Precup...

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