Training and Evaluation of Deep Policies Using Reinforcement Learning and Generative Models.
Ali GhadirzadehPetra PoklukarKarol ArndtChelsea FinnVille KyrkiDanica KragicMårten BjörkmanPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- generative model
- reinforcement learning
- deep belief networks
- probabilistic model
- optimal policy
- mixture model
- discriminatively trained
- prior knowledge
- hierarchical hidden markov models
- reward function
- discriminative learning
- conditional random fields
- object categories
- discriminative models
- learning process
- supervised learning
- deep learning
- state space
- maximum entropy principle
- learning algorithm
- topic models
- em algorithm
- object detection
- semi supervised
- training set
- training examples
- training samples
- active learning
- representational power
- discriminative methods
- image processing
- generative and discriminative models
- machine learning