Search Results for author: Kevin Ros

Found 3 papers, 1 papers with code

Translation between Molecules and Natural Language

1 code implementation25 Apr 2022 Carl Edwards, Tuan Lai, Kevin Ros, Garrett Honke, Kyunghyun Cho, Heng Ji

We present $\textbf{MolT5}$ $-$ a self-supervised learning framework for pretraining models on a vast amount of unlabeled natural language text and molecule strings.

Molecule Captioning Self-Supervised Learning +2

Comprehension and Knowledge

no code implementations11 Dec 2020 Pavel Naumov, Kevin Ros

The ability of an agent to comprehend a sentence is tightly connected to the agent's prior experiences and background knowledge.

Sentence

Strategic Coalitions in Stochastic Games

no code implementations10 Oct 2019 Pavel Naumov, Kevin Ros

The article introduces a notion of a stochastic game with failure states and proposes two logical systems with modality "coalition has a strategy to transition to a non-failure state with a given probability while achieving a given goal."

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