IxDRL: A Novel Explainable Deep Reinforcement Learning Toolkit based on Analyses of Interestingness.
Pedro SequeiraMelinda T. GervasioPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- function approximation
- reinforcement learning algorithms
- association rules
- model free
- learning algorithm
- machine learning
- neural network
- state space
- deep learning
- optimal policy
- user defined
- temporal difference
- real time
- partially observable
- robot control
- action space
- markov decision processes
- transfer learning
- background knowledge
- dynamic programming
- reinforcement learning methods
- case study
- data mining
- function approximators
- temporal difference learning
- multi agent reinforcement learning
- comparative analysis
- optimal control
- pattern discovery
- radial basis function
- learning problems
- classification rules
- statistical analysis
- learning process
- multi agent
- data sets