Himchan Hwang

According to our database, Himchan Hwang authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

MATE: Solving Contextual Markov Decision Processes with Memory of Accumulated Transition Embeddings.

Himchan Hwang, Hyeokju Jeong, Gene Chung, Seungyeon Kim, Sangwoong Yoon, Frank Chongwoo Park

CoRR, May, 2026

2025

Diverse Policy Learning via Random Obstacle Deployment for Zero-Shot Adaptation.

Seokjin Choi, Yonghyeon Lee, Seungyeon Kim, Che-Sang Park, Himchan Hwang, Frank C. Park

IEEE Robotics Autom. Lett., March, 2025

Value Gradient Sampler: Sampling as Sequential Decision Making.

Sangwoong Yoon, Himchan Hwang, Hyeokju Jeong, Dong Kyu Shin, Che-Sang Park, Sehee Kweon, Frank Chongwoo Park

CoRR, February, 2025

2024

Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models.

Sangwoong Yoon, Himchan Hwang, Dohyun Kwon, Yung-Kyun Noh, Frank C. Park

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Generalized Contrastive Divergence: Joint Training of Energy-Based Model and Diffusion Model through Inverse Reinforcement Learning.

Sangwoong Yoon, Dohyun Kwon, Himchan Hwang, Yung-Kyun Noh, Frank C. Park

CoRR, 2023