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Ruan de Kock — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ruan de Kock
11
papers ·
11
citations ·
2
h-index
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Most-cited papers
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL
2022 · 5 citations
Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX
2023 · 3 citations
Breaking the Performance Ceiling in Reinforcement Learning requires Inference Strategies
2025
Sable: a Performant, Efficient and Scalable Sequence Model for MARL
2024
Generalisable Agents For Neural Network Optimisation
2023
How much can change in a year? Revisiting Evaluation in Multi-Agent Reinforcement Learning
2023
Efficiently Quantifying Individual Agent Importance in Cooperative MARL
2023
On Diagnostics for Understanding Agent Training Behaviour in Cooperative MARL
2023
Multi-Agent Reinforcement Learning with Selective State-Space Models
2024
Top co-authors
Arnu Pretorius
· 9
Omayma Mahjoub
· 8
Sasha Abramowitz
· 5
Siddarth Singh
· 5
Wiem Khlifi
· 4
Claude Formanek
· 3
Kale-ab Tessera
· 3
Louay Ben Nessir
· 3
Abidine Vall
· 2
Jemma Daniel
· 2
Rihab Gorsane
· 2
Simon du Toit
· 2
Topics
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Model-Based RL
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