A New Programming Interface for Reinforcement Learning Simulations.
Gabriela SerbanPublished in: Intelligent Information Systems (2005)
Keyphrases
- programming interface
- reinforcement learning
- object oriented
- function approximation
- markov decision processes
- numerical simulations
- reinforcement learning algorithms
- neural network
- simulation model
- state space
- relational databases
- relational reinforcement learning
- robotic control
- direct policy search
- machine learning
- temporal difference learning
- real time
- fitted q iteration
- transfer learning
- optimal policy
- supervised learning
- least squares
- evolutionary algorithm
- image sequences
- genetic algorithm
- information retrieval