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Geom-SAC: Geometric Multi-Discrete Soft Actor Critic With Applications in De Novo Drug Design.
Amgad Abdallah Mahmoud
Nada Adel Alyan
Ahmed Elkerdawy
Shihori Tanabe
Frédéric Andrès
Andreas Pester
Hesham H. Ali
Published in:
IEEE Access (2024)
Keyphrases
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drug design
actor critic
reinforcement learning
approximate dynamic programming
protein structure prediction
policy gradient
lyapunov stability
optimal control
protein protein interactions
finite number
gradient method
learning process
function approximation
policy iteration