Search Results for author: Mineui Hong

Found 2 papers, 0 papers with code

Conflict-Averse Gradient Aggregation for Constrained Multi-Objective Reinforcement Learning

no code implementations1 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

Diffused Task-Agnostic Milestone Planner

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.

Decision Making Offline RL +1

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