Hierarchical Reinforcement Learning for Pedagogical Policy Induction (Extended Abstract).
Guojing ZhouHamoon AzizsoltaniMarkel Sanz AusinTiffany BarnesMin ChiPublished in: IJCAI (2020)
Keyphrases
- extended abstract
- hierarchical reinforcement learning
- reward function
- markov decision process
- average reward
- reinforcement learning
- optimal policy
- e learning
- model free
- markov decision processes
- learning environment
- learning process
- policy iteration
- state abstraction
- dynamic systems
- reinforcement learning algorithms
- inductive learning
- action selection
- state space
- partially observable
- inductive logic programming
- generative model
- markov decision problems
- hidden markov models
- decision trees