Ziyu Wang

Grandmaster level in StarCraft II using multi-agent reinforcement learning

Oriol Vinyals, I. Babuschkin, Wojciech Marian Czarnecki et al. · Nature · 2019 · 3.3K citations

Artificial Intelligence, Game Ai, Multi-agent Reinforcement Learning +6

Dueling Network Architectures for Deep Reinforcement Learning

Ziyu Wang, Tom Schaul, Matteo Hessel et al. · arXiv (Cornell University) · 2015 · 1.8K citations · Full text

Artificial Intelligence, Deep Representations, Conventional Architectures +14

Emergence of Locomotion Behaviours in Rich Environments

Nicolas Heess, Dhruva Tb, Sriram Srinivasan et al. · arXiv (Cornell University) · 2017 · 667 citations · Full text

Artificial Intelligence, Reward Function, Engineering +25

Autonomous navigation of stratospheric balloons using reinforcement learning

Marc G. Bellemare, Salvatore Candido, Pablo Samuel Castro et al. · Nature · 2020 · 264 citations

Automatic Navigation, Engineering, Aerospace Engineering +2

Sample Efficient Actor-Critic with Experience Replay

Ziyu Wang, Victor Bapst, Nicolas Heess et al. · arXiv (Cornell University) · 2016 · 221 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12