This is the prototype of Autonomizer

We will provide a complete guide to autonomize an application.

Videos

Flappy bird:

Training: https://drive.google.com/open?id=1bIp5mKc-cf-GePKPeDSqGygmMs5xUzEY

Testing with internal data model (4 hr): https://drive.google.com/open?id=1XpcJh2aBwueIeqPU233_DL2vJxjsDWoI

Testing with raw image model (24 hr): https://drive.google.com/open?id=1t-nKOteNSXnit6kmSMNTs3GlsQYz7pc8

Mario:

Training: https://drive.google.com/open?id=1YrMg5BVQwlvLfNQTp8jtlw2_DmZh1XSn

Testing with internal data model (7 hr): https://drive.google.com/open?id=1GJTXUXPUgAZTjhkfMc3rQfChuOYYNsF0

Testing with raw image model (24 hr): https://drive.google.com/open?id=1Fhl5Qo13bGBNeH7zAwvNLzq51uRUPc2w

Software Coverage testing: https://drive.google.com/open?id=15h4qglIEfz2W21DDZk00AZgjkTEqddOV

Found bug 1: https://drive.google.com/open?id=17_nzkUF1qutD41bvw-7yq1SGK9BSzXzf

Found bug 2: https://drive.google.com/open?id=1Qk-Fn8s0UUfQk8wpaZtJCt5YozOX6Ots

NES-Arkanoid:

Training: https://drive.google.com/open?id=1pLWjGfJptER7jWeosWvEdnglyUU5dytV

Testing with internal data model (12 hr): https://drive.google.com/open?id=1OB9L4lCjFsNddPyJvWkFTwXIifrIoVfG

Testing with raw image model (24 hr): https://drive.google.com/open?id=1NwhYYaJjd5r1IDgb06EugnvNZ5cbWZhj

Testing with raw image model (48 hr): https://drive.google.com/open?id=1VVX6w5uq4cf2wnSOb4bBtjIX3NFh_Gq9

Torcs:

Testing with internal data model (20 hr): https://drive.google.com/open?id=18Hh1rppHq1pdOMCpuWYFds6ucwYF4Ih8

Testing with raw data model with raw image (40 hr): https://drive.google.com/open?id=1w_eJV9z66OeAz3Vw_ChEvyLwhNoqxTlQ

KVM: 0. Setup

• Check support:

  • egrep -c '(svm|vmx)' /proc/cpuinfo
    • Result: Not zero means CPU supports hardware virtualization

• Install

  • sudo apt-get install qemu-kvm libvirt-bin virtinst bridge-utils cpu-checker virt-manager

• Validate installation

  • kvm-ok
    • Result: Following message shows that kvm can be used INFO: /dev/kvm exists KVM acceleration can be used

• Create VM:

  • virt-manager
    • domain name: ubuntu16
    • Network mode: NAT
    • snapshot name: snap (will be used later using command line)

1. Start VM

• virsh start ubuntu16

2. Shutdown VM

• virsh destroy ubuntu16

3. Create snapshot

• virsh snapshot-create-as --domain ubuntu16 --name snap

4. Revert snapshot

• virsh snapshot-revert --domain ubuntu16 --snapshotname snap

5. Delete snapshot

• virsh snapshot-delete ubuntu16 snap