6 citations · 6 across the 3 of their papers we have counts for
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cs.LG2024
Multi-State-Action Tokenisation in Decision Transformers for Multi-Discrete Action Spaces
Perusha Moodley, Pramod Kaushik, Dhillu Thambi +4
Decision Transformers, in their vanilla form, struggle to perform on image-based environments with multi-discrete action spaces. Although enhanced Decision Transformer architecture…
cs.LG2022★ 6 cited
A Conservative Q-Learning approach for handling distribution shift in sepsis treatment strategies
Pramod Kaushik, Sneha Kummetha, Perusha Moodley +1
Sepsis is a leading cause of mortality and its treatment is very expensive. Sepsis treatment is also very challenging because there is no consensus on what interventions work best…