Myeung Suk Oh

A Tale of Two Problems: Multi-Objective Bilevel Learning Meets Equality Constrained Multi-Objective Optimization

Global Convergence and Pareto Front Exploration in Deep-Neural Actor-Critic Multi-Objective Reinforcement Learning

SO-Lazy-BiO: Accelerating Bilevel Optimization with Reduced Second-Order Information Computation

Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning