USV formation navigation decision-making through hybrid deep reinforcement learning using self-attention mechanism

Continuous control with deep reinforcement learning

Timothy Lillicrap, Jonathan J. Hunt, Alexander Pritzel et al. · arXiv (Cornell University) · 2015 · 5.4K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12

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

High-Dimensional Continuous Control Using Generalized Advantage Estimation

John Schulman, Philipp Moritz, Sergey Levine et al. · arXiv (Cornell University) · 2015 · 1.7K citations · Full text

Artificial Intelligence, Control Strategy, Engineering +15

Deep Interest Evolution Network for Click-Through Rate Prediction

Guorui Zhou, Na Mou, Ying Fan et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 989 citations · Full text

Engineering, Machine Learning, Sequential Learning +17

Leader–follower formation control of nonholonomic mobile robots with input constraints

Luca Consolini, Fabio Morbidi, Domenico Prattichizzo et al. · Automatica · 2008 · 669 citations

Robot Control, Trajectory Planning, Engineering +4