no code implementations • 1 Mar 2024 • Dohyeong Kim, Mineui Hong, Jeongho Park, Songhwai Oh
We address these challenges straightforwardly by treating the maximization of multiple objectives as a constrained optimization problem (COP), where the constraints are defined to improve the original objectives.
Multi-Objective Reinforcement Learning
reinforcement-learning
+1
no code implementations • NeurIPS 2023 • Mineui Hong, Minjae Kang, Songhwai Oh
To this end, we propose a method to utilize a diffusion-based generative sequence model to plan a series of milestones in a latent space and to have an agent to follow the milestones to accomplish a given task.