Exploration from Demonstration for Interactive Reinforcement Learning.
Kaushik SubramanianCharles Lee Isbell Jr.Andrea Lockerd ThomazPublished in: AAMAS (2016)
Keyphrases
- reinforcement learning
- visualization tool
- interactive exploration
- active exploration
- action selection
- information visualization
- guided exploration
- model based reinforcement learning
- exploration exploitation
- function approximation
- exploration strategy
- user friendly
- autonomous learning
- data exploration
- machine learning
- optimal control
- reinforcement learning algorithms
- robotic control
- learning algorithm
- temporal difference
- balancing exploration and exploitation
- neural network
- virtual reality
- state space
- multi agent
- genetic algorithm
- policy search
- markov decision processes
- data mining