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2401.05341
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Stable Online and Offline Reinforcement Learning for Antibody CDRH3 Design
29 November 2023
Yannick Vogt
Mehdi Naouar
M. Kalweit
Christoph Cornelius Miething
Justus Duyster
Roland Mertelsmann
Gabriel Kalweit
Joschka Boedecker
OffRL
OnRL
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Papers citing
"Stable Online and Offline Reinforcement Learning for Antibody CDRH3 Design"
4 / 4 papers shown
Title
Structured Q-learning For Antibody Design
Alexander I. Cowen-Rivers
P. Gorinski
Aivar Sootla
Asif R. Khan
Liu Furui
J. Wang
Jan Peters
H. Ammar
OffRL
OnRL
24
3
0
10 Sep 2022
AntBO: Towards Real-World Automated Antibody Design with Combinatorial Bayesian Optimisation
M. A. Khan
Alexander I. Cowen-Rivers
Antoine Grosnit
Derrick-Goh-Xin Deik
Philippe A. Robert
...
Rasul Tutunov
Dany Bou-Ammar
Jun Wang
Amos Storkey
Haitham Bou-Ammar
45
22
0
29 Jan 2022
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble
Gaon An
Seungyong Moon
Jang-Hyun Kim
Hyun Oh Song
OffRL
95
261
0
04 Oct 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Sergey Levine
Aviral Kumar
George Tucker
Justin Fu
OffRL
GP
329
1,944
0
04 May 2020
1