Arnu Pretorius
Scholar

Arnu Pretorius

Google Scholar ID: zZ6ydrAAAAAJ
Staff Research Scientist, InstaDeep Ltd
Reinforcement LearningMulti-Agent Reinforcement Learning
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Citations & Impact
All-time
Citations
631
 
H-index
14
 
i10-index
16
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Publications
6 items
Physics informed Transformer-VAE for biophysical parameter estimation: PROSAIL model inversion in Sentinel-2 imagery
2025
Cited
0
InstaGeo: Compute-Efficient Geospatial Machine Learning from Data to Deployment
2025
Cited
0
Oryx: a Performant and Scalable Algorithm for Many-Agent Coordination in Offline MARL
2025
Cited
0
Breaking the Performance Ceiling in Complex Reinforcement Learning requires Inference Strategies
2025
Cited
0
Sable: a Performant, Efficient and Scalable Sequence Model for MARL
2024
Cited
0
Memory-Enhanced Neural Solvers for Efficient Adaptation in Combinatorial Optimization
arXiv.org · 2024
Cited
3
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)