From a7152dff3c3bade7f3ede2ce16928ee92fbdb330 Mon Sep 17 00:00:00 2001 From: Tao-Sen Chang Date: Sun, 10 May 2020 12:44:35 +0000 Subject: [PATCH] Individual Project #2; s442720 --- Reinforcement_learning.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Reinforcement_learning.md b/Reinforcement_learning.md index 67b0f50..b021c4a 100644 --- a/Reinforcement_learning.md +++ b/Reinforcement_learning.md @@ -1,7 +1,7 @@ # Reinforcement learning for route planning in restaurant ##### Tao-Sen Chang s442720 -###### We did the route planning by special algorithm on last task. In this machine learning sub-project I try to show different approach for the agent who can traversal multiple destinations on the grid system, and of course, get the shortest path of the route. The method is called reinforcement learning. +###### We did the route planning by special algorithm on last task. In this machine learning sub-project I try to show different approach for the agent who can traversal multiple destinations on the grid system, and of course, get the shortest path of the route. What I want to use is called reinforcement learning. ## What is reinforcement learning? ###### Reinforcement learning is how software agents ought to take actions in an environment in order to maximize the notion of cumulative reward. The agent makes a sequence of decisions, and learn to perform the best actions every step. For example, in my project there is a waiter in the grid and he has to reach many tables for serving the meal, so he must learn the shortest path to get a table. -- 2.20.1