Jungwoo Lee

Stochastic Truncation for Multi-Step Off-Policy RL

Policy-labeled Preference Learning: Is Preference Enough for RLHF?

Bellman Unbiasedness: Toward Provably Efficient Distributional Reinforcement Learning with General Value Function Approximation

Adjusting Initial Noise to Mitigate Memorization in Text-to-Image Diffusion Models

Bellman Unbiasedness: Toward Provably Efficient Distributional Reinforcement Learning with General Value Function Approximation

Self-Alignment for Offline Safe Reinforcement Learning

A Plug-In Curriculum Scheduler for Improved Deformable Medical Image Registration

Improved Sample Access for Quantum-Inspired Algorithms

Time to Truncate Trajectory: Stochastic Retrace for Multi-step Off-policy Reinforcement Learning