Extraction and Transfer of Knowledge in Reinforcement Learning

(English) Presentation of « Reinforcement learning and transfer of knowledge » at PDAI organized by AfIA

(English) Two papers on multi-armed bandit accepted at AI&Stats’16

Désolé, cet article est seulement disponible en English.

(English) Presentation of « Reinforcement learning and transfer of knowledge » at PDAI organized by AfIA

Désolé, cet article est seulement disponible en English.

ExTra-Learn is a JCJC-ANR project on "Transfer in Reinforcement Learning" at SequeL (Inria Lille - Nord Europe).
Our objective is to develop novel transfer learning algorithms with the ultimate goal of enabling
reinforcement learning algorithms to continuously improve their performance over time.

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(English) Four papers on multi-armed bandit and reinforcement learning accepted at AI&Stats’17

Désolé, cet article est seulement disponible en English.

(English) One paper accepted at CAp’16 on « Parallel Higher Order Alternating Least Square for Tensor Recommender System »

Désolé, cet article est seulement disponible en English.

Extraction and Transfer of Knowledge in Reinforcement Learning

(English) Two papers on multi-armed bandit accepted at AI&Stats’16

(English) Presentation of « Reinforcement learning and transfer of knowledge » at PDAI organized by AfIA

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(English) Four papers on multi-armed bandit and reinforcement learning accepted at AI&Stats’17

(English) One paper accepted at CAp’16 on « Parallel Higher Order Alternating Least Square for Tensor Recommender System »

(English) Two papers on multi-armed bandit accepted at AI&Stats’16

(English) Presentation of « Reinforcement learning and transfer of knowledge » at PDAI organized by AfIA

(English) Two papers on apprenticeship learning at IJCAI’15

(English) Presentation of « Challenges of multi-task and transfer in reinforcement learning » at Dagstuhl seminar

(English) Ph.D. proposal on « Transfer in multi-armed bandit and reinforcement learning »

(English) One paper accepted at NIPS’14 on multi-armed bandit on graphs

(English) Presentation of « Multi-task Linear Bandits » @NIPS’14 Workshop on Transfer and Multi-task Learning

(English) Publication of « Sparse Multi-Task Reinforcement Learning » @NIPS’14