Callum Rhys Tilbury

Computer Science · Physical Sciences

2h-index7citations9works0.02yr avg
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Research Topics

Reinforcement Learning in Robotics(5), Evolutionary Algorithms and Applications(2), Energy Efficient Wireless Sensor Networks(1), Metaheuristic Optimization Algorithms Research(1), Petri Nets in System Modeling(1)

Publications9 total

Opportunities of Reinforcement Learning in South Africa's Just Transition
arXiv (Cornell University)·2024Open Access
Putting Data at the Centre of Offline Multi-Agent Reinforcement Learning
arXiv (Cornell University)·2024Open Access
Coordination Failure in Cooperative Offline MARL
arXiv (Cornell University)·2024Open Access
Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation
arXiv (Cornell University)·2024Open Access
Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation
2024
Generalisable Agents for Neural Network Optimisation
arXiv (Cornell University)·2023Open Access
Selective Reincarnation: Offline-to-Online Multi-Agent Reinforcement Learning
arXiv (Cornell University)·2023Open Access
Revisiting the Gumbel-Softmax in MADDPG
arXiv (Cornell University)·2023· 5 citedOpen Access
Mava: a research library for distributed multi-agent reinforcement learning in JAX
arXiv (Cornell University)·2021· 2 citedOpen Access

Frequent Co-authors

Claude Formanek(7), Arnu Pretorius(7), Jonathan P. Shock(6), Louise Beyers(4), Ruan de Kock(2), Omayma Mahjoub(2), Sasha Abramowitz(2), Kale-ab Tessera(2), Filippos Christianos(1), Stefano V. Albrecht(1), Wiem Khlifi(1), Andries Smit(1), Benjamin Rosman(1), Sara Hooker(1)