DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering.
Yuval HeffetzRoman VainshteinGilad KatzLior RokachPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- perceptual aliasing
- action space
- action selection
- state space
- state and action spaces
- function approximation
- partial observability
- partially observable
- coarse to fine
- software tools
- hierarchical reinforcement learning
- markov decision processes
- neural network
- information filtering
- human activities
- reward function
- reinforcement learning algorithms
- learning agent
- transfer learning
- dynamic programming
- video sequences
- multi agent
- learning algorithm