Geraud Nangue Tasse

A Boolean Task Algebra for Reinforcement Learning pdf

Benjamin Rosman, Geraud Nangue Tasse, Steven James, 2020, NeurIPS.

Learning to Follow Language Instructions with Compositional Policies pdf

Benjamin Rosman, Matthew Gombolay, Nakul Gopalan, 2021, ArXiv.

A Boolean Task Algebra for Reinforcement Learning

Geraud Nangue Tasse, Benjamin Rosman, Steven James, 2020, NeurIPS.

Logical Composition for Lifelong Reinforcement Learning

Geraud Nangue Tasse, Benjamin Rosman, Steven James, 2020 .

World Value Functions: Knowledge Representation for Multitask Reinforcement Learning

Geraud Nangue Tasse, Benjamin Rosman, Steven James, 2022, arXiv.org.

Skill Machines: Temporal Logic Composition in Reinforcement Learning

Geraud Nangue Tasse, Benjamin Rosman, Steven James, 2022, ArXiv.

World Value Functions: Knowledge Representation for Learning and Planning

Geraud Nangue Tasse, Benjamin Rosman, Steven James, 2022, ArXiv.

G ENERALISATION IN L IFELONG R EINFORCEMENT L EARNING THROUGH L OGICAL C OMPOSITION

Geraud Nangue Tasse, Benjamin Rosman, Steven James, 2021 .

Hierarchical Reinforcement Learning with AI Planning Models

Don Joven Agravante, Geraud Nangue Tasse, Michael Katz, 2022, 2203.00669.

Generalisation in Lifelong Reinforcement Learning through Logical Composition

Geraud Nangue Tasse, Benjamin Rosman, Steven D. James, 2022, International Conference on Learning Representations.