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Claude Formanek — most-cited papers & profile · Reinforcement Learning
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Claude Formanek
10
papers ·
1
citations
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Most-cited papers
Off-the-Grid MARL: Datasets with Baselines for Offline Multi-Agent Reinforcement Learning
2023 · 1 citations
Breaking the Performance Ceiling in Reinforcement Learning requires Inference Strategies
2025
Sable: a Performant, Efficient and Scalable Sequence Model for MARL
2024
Selective Reincarnation: Offline-to-Online Multi-Agent Reinforcement Learning
2023
Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation
2024
Coordination Failure in Cooperative Offline MARL
2024
Putting Data at the Centre of Offline Multi-Agent Reinforcement Learning
2024
Multi-Agent Reinforcement Learning with Selective State-Space Models
2024
Opportunities of Reinforcement Learning in South Africa's Just Transition
2024
Top co-authors
Arnu Pretorius
· 8
Callum Rhys Tilbury
· 5
Louise Beyers
· 4
Jonathan P. Shock
· 3
Jonathan Shock
· 3
Louay Ben Nessir
· 3
Ruan de Kock
· 3
Sasha Abramowitz
· 3
Wiem Khlifi
· 3
Jemma Daniel
· 2
Omayma Mahjoub
· 2
Simon du Toit
· 2
Topics
Multi-Agent
Offline RL
Model-Based RL
Policy Gradient
Exploration
Meta-RL
Game AI
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