Search Results for author: Mineui Hong

Found 2 papers, 0 papers with code

Scale-Invariant Gradient Aggregation for Constrained Multi-Objective Reinforcement Learning

no code implementations1 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

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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