Stephen McAleer

Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning

Siyu Shao, Stephen McAleer, Ruqiang Yan et al. · IEEE Transactions on Industrial Informatics · 2018 · 1.5K citations

Fault Diagnosis, Engineering, Machine Learning +12

Solving the Rubik’s cube with deep reinforcement learning and search

Forest Agostinelli, Stephen McAleer, Alexander Shmakov et al. · Nature Machine Intelligence · 2019 · 139 citations

Artificial Intelligence, Engineering, Machine Learning +6

Mastering the game of Stratego with model-free multiagent reinforcement learning

Julien Pérolat, Bart De Vylder, Daniel Hennes et al. · Science · 2022 · 136 citations

Language Models can Solve Computer Tasks

Geunwoo Kim, Pierre Baldi, Stephen McAleer · arXiv (Cornell University) · 2023 · 68 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +16

Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination

Shauharda Khadka, Somdeb Majumdar, Santiago Miret et al. · arXiv (Cornell University) · 2019 · 26 citations · Full text

Artificial Intelligence, Reward Hacking, Engineering +14