Accelerating Constrained Continual Learning with Dynamic Active Learning: A Study in Adaptive Speed Estimation for Lower-Limb Prostheses.
C. JohnsonJairo Maldonado-ContrerasAaron J. YoungPublished in: ISMR (2024)
Keyphrases
- active learning
- learning process
- learning algorithm
- experimental design
- learning systems
- empirical studies
- university students
- positive effects
- online learning
- semi supervised
- real time
- prior knowledge
- reinforcement learning
- learning tasks
- incremental learning
- adaptive learning
- training data
- undergraduate students
- selective sampling
- secondary school
- unsupervised learning
- knowledge acquisition