Search Results for author: Sébastien Forestier

Found 3 papers, 3 papers with code

Blockclique: scaling blockchains through transaction sharding in a multithreaded block graph

1 code implementation24 Mar 2018 Sébastien Forestier, Damir Vodenicarevic

Decentralized crypto-currencies based on the blockchain architecture cannot scale to thousands of transactions per second.

Cryptography and Security

Unsupervised Learning of Goal Spaces for Intrinsically Motivated Goal Exploration

1 code implementation ICLR 2018 Alexandre Péré, Sébastien Forestier, Olivier Sigaud, Pierre-Yves Oudeyer

Intrinsically motivated goal exploration algorithms enable machines to discover repertoires of policies that produce a diversity of effects in complex environments.

Representation Learning

Intrinsically Motivated Goal Exploration Processes with Automatic Curriculum Learning

3 code implementations7 Aug 2017 Sébastien Forestier, Rémy Portelas, Yoan Mollard, Pierre-Yves Oudeyer

We present an algorithmic approach called Intrinsically Motivated Goal Exploration Processes (IMGEP) to enable similar properties of autonomous learning in machines.

Developmental Learning Multi-Goal Reinforcement Learning +1

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