no code implementations • 1 Mar 2024 • Dohyeong Kim, Mineui Hong, Jeongho Park, Songhwai Oh
This novel transformation process ensures that the converted constraints are invariant to the objective scales while having the same effect as the original objectives.
Multi-Objective Reinforcement Learning reinforcement-learning
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.