Refiloe Shabe

According to our database, Refiloe Shabe authored at least 4 papers between 2024 and 2026.

Collaborative distances:

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

2026

Self-Supervised On-Policy Reinforcement Learning via Contrastive Proximal Policy Optimisation.

Asim Osman, Sasha Abramowitz, Mark Bergh, Ulrich A. Mbou Sob, Ruan John de Kock, Omayma Mahjoub, Oussama Hidaoui, Noah de Nicola, Arnol Fokam, Félix Chalumeau, Daniel Rajaonarivonivelomanantsoa, Siddarth Singh, Refiloe Shabe, Juan Claude Formanek, Simon du Toit, Arnu Pretorius

CoRR, May, 2026

2025

Breaking the Performance Ceiling in Complex Reinforcement Learning requires Inference Strategies.

Félix Chalumeau, Daniel Rajaonarivonivelomanantsoa, Ruan de Kock, Claude Formanek, Sasha Abramowitz, Omayma Mahjoub, Wiem Khlifi, Simon du Toit, Louay Ben Nessir, Refiloe Shabe, Arnol Fokam, Siddarth Singh, Ulrich A. Mbou Sob, Arnu Pretorius

CoRR, May, 2025

Incremental Reinforcement Learning for Portfolio Optimisation.

Refiloe Shabe, Andries P. Engelbrecht, Kian Anderson

Comput., 2025

2024

Memory-Enhanced Neural Solvers for Efficient Adaptation in Combinatorial Optimization.

Félix Chalumeau, Refiloe Shabe, Noah de Nicola, Arnu Pretorius, Thomas D. Barrett, Nathan Grinsztajn

CoRR, 2024