Geraud Nangue Tasse

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Markov Decision Process

Reinforcement Learning

Reward Function

Top Venues

Publications

Michael Beukman, Branden Ingram, Geraud Nangue Tasse, Benjamin Rosman, Pravesh Ranchod
RobocupGym: A challenging continuous control benchmark in Robocup. CoRR (2024)
Geraud Nangue Tasse, Devon Jarvis, Steven James, Benjamin Rosman
Skill Machines: Temporal Logic Skill Composition in Reinforcement Learning. ICLR (2024)
Geraud Nangue Tasse, Tamlin Love, Mark Nemecek, Steven James, Benjamin Rosman
ROSARL: Reward-Only Safe Reinforcement Learning. CoRR (2023)
Tristan Bester, Benjamin Rosman, Steven James, Geraud Nangue Tasse
Counting Reward Automata: Sample Efficient Reinforcement Learning Through the Exploitation of Reward Function Structure. CoRR (2023)
Geraud Nangue Tasse, Devon Jarvis, Steven James, Benjamin Rosman
Skill Machines: Temporal Logic Composition in Reinforcement Learning. CoRR (2022)
Geraud Nangue Tasse, Steven D. James, Benjamin Rosman
World Value Functions: Knowledge Representation for Multitask Reinforcement Learning. CoRR (2022)
Geraud Nangue Tasse, Steven James, Benjamin Rosman
Generalisation in Lifelong Reinforcement Learning through Logical Composition. ICLR (2022)
Geraud Nangue Tasse, Benjamin Rosman, Steven James
World Value Functions: Knowledge Representation for Learning and Planning. CoRR (2022)
Vanya Cohen, Geraud Nangue Tasse, Nakul Gopalan, Steven D. James, Matthew C. Gombolay, Benjamin Rosman
Learning to Follow Language Instructions with Compositional Policies. CoRR (2021)
Geraud Nangue Tasse, Steven D. James, Benjamin Rosman
A Boolean Task Algebra for Reinforcement Learning. NeurIPS (2020)
Geraud Nangue Tasse, Steven D. James, Benjamin Rosman
A Boolean Task Algebra for Reinforcement Learning. CoRR (2020)