Callum Rhys Tilbury

According to our database, Callum Rhys Tilbury authored at least 8 papers between 2021 and 2026.

Collaborative distances:

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

2026

Putting Data at the Centre of Offline Multi-Agent Reinforcement Learning.

Claude Formanek, Louise Beyers, Callum Rhys Tilbury, Jonathan P. Shock, Arnu Pretorius

J. Data-centric Mach. Learn. Res., 2026

2024

Opportunities of Reinforcement Learning in South Africa's Just Transition.

Claude Formanek, Callum Rhys Tilbury, Jonathan P. Shock

CoRR, 2024

Coordination Failure in Cooperative Offline MARL.

Callum Rhys Tilbury, Claude Formanek, Louise Beyers, Jonathan Shock, Arnu Pretorius

CoRR, 2024

Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation.

Juan Claude Formanek, Callum Rhys Tilbury, Louise Beyers, Jonathan Shock, Arnu Pretorius

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Generalisable Agents for Neural Network Optimisation.

Kale-ab Abebe Tessera, Callum Rhys Tilbury, Sasha Abramowitz, Ruan de Kock, Omayma Mahjoub, Benjamin Rosman, Sara Hooker, Arnu Pretorius

CoRR, 2023

Selective Reincarnation: Offline-to-Online Multi-Agent Reinforcement Learning.

Claude Formanek, Callum Rhys Tilbury, Jonathan Shock, Kale-ab Abebe Tessera, Arnu Pretorius

CoRR, 2023

Revisiting the Gumbel-Softmax in MADDPG.

Callum Rhys Tilbury, Filippos Christianos, Stefano V. Albrecht

CoRR, 2023

2021

Mava: a research library for distributed multi-agent reinforcement learning in JAX.

Ruan de Kock, Omayma Mahjoub, Sasha Abramowitz, Wiem Khlifi, Callum Rhys Tilbury, Claude Formanek, Andries P. Smit, Arnu Pretorius

CoRR, 2021