Cone-SIM

A simple self-driving car simulator built with Unity.

The fist version of this game is being developed to train neural networks using supervised learning.

• Easy to create new tracks
• Save training data in txt files
• Udp interface with autonomous mode

Precompiled builds

V0 - 1/19/18

• Linux (109,7 MB)

Download
Extract the contents of Linux_x86_universal.zip

Inside Linux_x86_universal/Linux_x86_universal folder
Right click on Cone_SIM.x86 or Cone_SIM.x86_64
Properties-> Permission-> Check "Allow executing file as program"
Double click on Cone_SIM.x86 or Cone_SIM.x86_64

Or in terminal
$ cd Linux_x64_universal/Linux_x64_universal
$ chmod +x Cone_SIM.x86          # 32-bit
$ chmod +x Cone_SIM.x86_64       # 64-bit
$ ./Cone_SIM.x86                 # 32-bit
$ ./Cone_SIM.x86_64              # 64-bit

Unity configuration window will be open, where is possible to configure graphics and input settings.
Click Ok to start the game.

• Windows 64-bit (62,0 MB)

Download
Extract the contents of Windows_64b.zip
  
Inside Windows_64b/Windows_64b folder
Double click on Cone_SIM.exe
  
Unity configuration window will be open, where is possible to configure graphics and input settings.
Click Ok to start the game.
 

 

Training Mode

In Table 1. is shown the data that is store which frame

Table 1

Index	Data
0	Recording time
1	Throttle input
2	Brake input
3	Steering input
4	Handbrake input
5	Car speed
6	Acceleration x
7	Acceleration z
8	Position x
9	Position z
10 to 45	36 raycasts distance

P.S.:

• From the image below z is the vertical axis, and x is the horizontal axis
• Raycast[0] is in the right side (90º) of the car

Autonomous Mode

Which frame a string is send throgh udp. This string contais the same data shown in Table 1. The game waits for a csv string with the data shown in Table 2.

Table 2

Index	Data
0	Throttle
1	Brake
2	Steering
3	Handbrake

Track Editor

To-do List

There is many things to be done

• Improve joystick and racing wheel interface
• Reinforcement Mode

Some bugs may apper!