Wei Hung

4 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

ICLR (2) ICML (1) UAI (1)

Top co-authors

Ping-Chun Hsieh (4) Xi Liu (2) Shao-Hua Sun (2) Tse-Sheng Nan (1) Hung Yen Wu (1) Risto Vuorio (1) Chia-Han Yeh (1) Bo Kai Huang (1) Shang-Hsuan Yang (1) Jyun-Li Lin (1)

Keywords

constrained optimization (1) frank-wolfe algorithm (1) deep deterministic policy gradient (1) action-constrained reinforcement learning (1)

Papers

Efficient Action-Constrained Reinforcement Learning via Acceptance-Rejection Method and Augmented MDPs ICLR 2025

Action-Constrained Imitation Learning ICML 2025

Q-Pensieve: Boosting Sample Efficiency of Multi-Objective RL Through Memory Sharing of Q-Snapshots ICLR 2023

Escaping from zero gradient: Revisiting action-constrained reinforcement learning via Frank-Wolfe policy optimization UAI 2021