T-Cell Receptor Optimization with Reinforcement Learning and Mutation Polices for Precision Immunotherapy.
Ziqi ChenMartin Renqiang MinHongyu GuoChao ChengTrevor ClancyXia NingPublished in: RECOMB (2023)
Keyphrases
- reinforcement learning
- optimization problems
- evolutionary algorithm
- global optimization
- optimization process
- multi agent
- genetic algorithm
- optimization algorithm
- data sets
- average precision
- state space
- function approximation
- precision and recall
- optimization method
- constrained optimization
- optimization methods
- robotic control
- high precision
- optimal policy
- differential evolution
- evolutionary computation
- fitness function
- dynamic programming
- model free
- candidate solutions
- learning algorithm