Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm Shepherding.
Nicholas R. ClaytonHussein A. AbbassPublished in: CEC (2019)
Keyphrases
- reward function
- reinforcement learning
- curriculum design
- reinforcement learning algorithms
- policy search
- problem based learning
- state space
- markov decision processes
- educational technology
- blended learning
- markov decision process
- optimal policy
- computer supported
- professional development
- inverse reinforcement learning
- multiple agents
- project based learning
- learning process
- learning systems
- learning algorithm
- e learning
- temporal difference
- online learning
- higher education
- learning environment
- dynamic programming
- teacher education
- distance learning
- transition probabilities
- learning strategies
- instructional design
- educational institutions
- case study
- state variables
- learner centered
- social networks