171 citations · 243 across the 4 of their papers we have counts for
4 papers
Defending against the nothing-at-stake problem in multi-threaded blockchains
Leonard Lys, Sebastien Forestier, Damir Vodenicarevic +1
In blockchain systems, the scarcity of a resource is used as a Sybil protection mechanism. In Proof-of-Work blockchains, that resource is computing power. In the event of a fork, t…
Blockclique: scaling blockchains through transaction sharding in a multithreaded block graph
Sébastien Forestier, Damir Vodenicarevic, Adrien Laversanne-Finot
Decentralized crypto-currencies based on the blockchain architecture under-utilize available network bandwidth, making them unable to scale to thousands of transactions per second.…
Unsupervised Learning of Goal Spaces for Intrinsically Motivated Goal Exploration
Alexandre Péré, Sébastien Forestier, Olivier Sigaud +1
Intrinsically motivated goal exploration algorithms enable machines to discover repertoires of policies that produce a diversity of effects in complex environments. These explorati…
Intrinsically Motivated Goal Exploration Processes with Automatic Curriculum Learning
Sébastien Forestier, Rémy Portelas, Yoan Mollard +1
Intrinsically motivated spontaneous exploration is a key enabler of autonomous developmental learning in human children. It enables the discovery of skill repertoires through autot…