Unveiling the Role of Expert Guidance: A Comparative Analysis of User-centered Imitation Learning and Traditional Reinforcement Learning.
Amr GomaaBilal MahdyPublished in: HITLAML (2023)
Keyphrases
- imitation learning
- user centered
- reinforcement learning
- reinforcement learning methods
- state space
- function approximation
- multimedia databases
- design process
- e government
- context aware
- maximum margin
- reinforcement learning algorithms
- mobile applications
- machine learning
- control problems
- markov decision processes
- user interface
- learning algorithm
- optimal policy
- learning technologies
- humanoid robot
- robotic systems
- multimedia data
- dynamical systems
- temporal difference
- support vector
- action space
- databases