Geraud
Nangue Tasse

Portrait


Conference Papers

Generalisation in Lifelong Reinforcement Learning through Logical Composition. Poster BibTex
G. Nangue Tasse, S. James, B. Rosman.
ICLR 2022.

A Boolean Task Algebra for Reinforcement Learning. Poster BibTex
G. Nangue Tasse, S. James, B. Rosman.
NeurIPS 2020.

Workshops, Symposia, and Extended Abstracts

Skill Machines: Temporal Logic Composition in Reinforcement Learning. Poster BibTex
G. Nangue Tasse, S. James, B. Rosman.
NeurIPS 2022, Deep Reinforcement Learning Workshop.
IROS 2022, Lifelong Learning of High-level Cognitive and Reasoning Skills Workshop.

World Value Functions: Knowledge Representation for Learning and Planning. Poster BibTex
G. Nangue Tasse, S. James, B. Rosman.
ICAPS 2022, Planning and Reinforcement Learning Workshop.

World Value Functions: Knowledge Representation for Multitask Reinforcement Learning. Poster BibTex
G. Nangue Tasse, S. James, B. Rosman.
RLDM 2022, Reinforcement Learning and Decision Making Conference.

Generalisation in Lifelong Reinforcement Learning through Logical Composition. Poster BibTex
G. Nangue Tasse, S. James, B. Rosman.
NeurIPS 2021, Deep Reinforcement Learning Workshop.

Learning to Follow Language Instructions with Compositional Policies. BibTex
V. Cohen*, G. Nangue Tasse*, N. Gopalan, S. James, M. Gombolay, B. Rosman.
AAAI Fall Symposium on AI for HRI, November 2021.

Logical Composition for Lifelong Reinforcement Learning. Poster BibTex
G. Nangue Tasse, S. James, B. Rosman.
4th Lifelong Learning Workshop at ICML, 2020.

A Boolean Task Algebra for Reinforcement Learning. Poster BibTex
G. Nangue Tasse, S. James, B. Rosman.
Beyond “Tabula Rasa” in Reinforcement Learning (BeTR-RL): Agents that remember, adapt, and generalize (Workshop at ICLR), 2020.

Hypersearch: A Parallel Training Approach For Improving Neural Networks Performance. Poster BibTex
G. Nangue Tasse, J. Connan.
Black in AI workshop at NeurIPS 2019.

Theses

A Task Algebra For Agents In Reinforcement Learning. BibTex
Geraud Nangue Tasse. Advised by Steven James and Prof Benjamin Rosman.
M.Sc Thesis (Computer Science), University of the Witwatersrand, 2020.

Hypersearch: A Parallel Training Approach For Improving Neural Networks Performance. BibTex
Geraud Nangue Tasse. Advised by James Connan.
B.Sc.H Thesis (Computer Science), Rhodes University, 2018.