News

GitHub3y
WittmannF/q-learning-example: Implementation based on this link: http://mnemstudio.org/path-finding-q-learning-tutorial.htm - GitHub
The example consists in learning the path to go outside (state = 5) given any init room (from 0 to 4): The states and actions can be converted to a graph where a reward is assigned if the agent ...
GlobalSpec1y
Q learning vs SARSA reinforcement learning algorithms
When beginning to study reinforcement learning, temporal difference learning is frequently used as an entry point. In order to elaborate on this concept and demonstrate the fundamentals of ...
GitHub4y
GitHub - senadkurtisi/Q-learning-block-world: Q-learning and Q-value iteration algorithms for the Block-World environment.
Here we can see what are the optimal actions after the algorithm has converged and what are the according V-values. V-values are basically maximum Q-values for each state. In another words: for each ...
IEEE3y
Implementation of Q — Learning algorithm for solving maze problem
Machine learning is very important in several fields ranging from control systems to data mining. This paper presents Q — Learning implementation for abstract graph models with maze solving (finding ...