Geraud Nangue Tasse

According to our database, Geraud Nangue Tasse authored at least 8 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Counting Reward Automata: Sample Efficient Reinforcement Learning Through the Exploitation of Reward Function Structure.

Tristan Bester, Benjamin Rosman, Steven James, Geraud Nangue Tasse

CoRR, 2023

ROSARL: Reward-Only Safe Reinforcement Learning.

Geraud Nangue Tasse, Tamlin Love, Mark Nemecek, Steven James, Benjamin Rosman

CoRR, 2023

2022

World Value Functions: Knowledge Representation for Learning and Planning.

Geraud Nangue Tasse, Benjamin Rosman, Steven James

CoRR, 2022

Skill Machines: Temporal Logic Composition in Reinforcement Learning.

Geraud Nangue Tasse, Devon Jarvis, Steven James, Benjamin Rosman

CoRR, 2022

World Value Functions: Knowledge Representation for Multitask Reinforcement Learning.

Geraud Nangue Tasse, Steven D. James, Benjamin Rosman

CoRR, 2022

Generalisation in Lifelong Reinforcement Learning through Logical Composition.

Geraud Nangue Tasse, Steven James, Benjamin Rosman

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Learning to Follow Language Instructions with Compositional Policies.

Vanya Cohen, Geraud Nangue Tasse, Nakul Gopalan, Steven D. James, Matthew C. Gombolay, Benjamin Rosman

CoRR, 2021

2020

A Boolean Task Algebra for Reinforcement Learning.

Geraud Nangue Tasse, Steven D. James, Benjamin Rosman

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020