Towards Learning Universal Hyperparameter Optimizers with Transformers.
Yutian ChenXingyou SongChansoo LeeZi WangRichard ZhangDavid DohanKazuya KawakamiGreg KochanskiArnaud DoucetMarc'Aurelio RanzatoSagi PerelNando de FreitasPublished in: NeurIPS (2022)
Keyphrases
- mobile robot
- learning algorithm
- learning process
- learning systems
- reinforcement learning
- incremental learning
- online learning
- background knowledge
- learning scheme
- active learning
- real time
- learning problems
- learning scenarios
- inductive learning
- gaussian process
- gaussian processes
- multi agent systems
- inductive inference