Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future Directions.
Jiayu ChenBhargav GangulyYang XuYongsheng MeiTian LanVaneet AggarwalPublished in: CoRR (2024)
Keyphrases
- future directions
- generative model
- discriminative learning
- prior knowledge
- lessons learned
- learning algorithm
- learning process
- learned models
- unsupervised learning
- learning tasks
- inverse reinforcement learning
- current challenges
- deep belief networks
- hidden variables
- supervised learning
- probabilistic model
- information retrieval
- conditional random fields
- mixture model
- parameter learning
- object detection
- deep learning
- representational power
- information extraction
- active learning
- boltzmann machine