Yi-Hsiang Chang

2 papers · 2018–2018 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5)

Conferences

IJCAI (1) NIPS (1)

Top co-authors

Tzu-Yun Shann (2) Shih-Yang Su (2) Zhang-Wei Hong (2) Chun-Yi Lee (2) Hsuan-Kung Yang (1) Hsin-Wei Hsiao (1) Yueh-Chuan Chang (1) Brian Hsi-Lin Ho (1) Chih-Chieh Tu (1) Tsu-Ching Hsiao (1)

Keywords

deep reinforcement learning (2) semantic segmentation (1) policy optimization (1) sim-to-real transfer (1) domain adaptation (1) robot control (1) convolutional neural network (1) exploration strategy (1) local optima (1) exploration efficiency (1) obstacle avoidance (1) local optimum (1)

Papers

Diversity-Driven Exploration Strategy for Deep Reinforcement Learning NIPS 2018

Virtual-to-Real: Learning to Control in Visual Semantic Segmentation IJCAI 2018