Efficient Design-and-Control Automation with Reinforcement Learning and Adaptive Exploration
Published in NeurIPS 2024 Workshop on AI for New Drug Modalities (AI4Mat), 2024
Recommended citation: Jiajun Fan, et al. "Efficient Design-and-Control Automation with Reinforcement Learning and Adaptive Exploration." NeurIPS 2024 Workshop AI4Mat.
Combined the strengths of model-free RL and design-based RL, improving multiple metrics in MuJoCo control tasks. Introduced behavior control into design-based RL, improving sample efficiency.