[PDF][PDF] A Trajectory Perspective on the Role of Data Sampling Techniques in Offline Reinforcement Learning

J Liu, Y Ma, J Hao, Y Hu, Y Zheng, T Lv… - Proceedings of the 23rd …, 2024 - ifaamas.org
In recent years, offline reinforcement learning (RL) algorithms have gained considerable
attention. However, the role of data sampling techniques in offline RL has been somewhat …

Continuous variation operator configuration for decomposition-based evolutionary multi-objective optimization

Y Liu, J Li, J Zou, Z Hou, S Yang, J Zheng - Swarm and Evolutionary …, 2024 - Elsevier
There are various multi-objective evolutionary algorithms (MOEAs) for solving multi-
objective optimization problems (MOPs), and the significant difference between them lies in …