Build a Doom AI Model with Python | Gaming Reinforcement Learning Full Course
Teach AI to play Doom
In this video you’ll learn how to:
- Install VizDoom for Python
- Prepare VizDoom for Reinforcement Learning with OpenAI Gym
- Build Reinforcement Learning AI models using Stable Baselines 3
- Train for different Doom levels
- Apply Curriculum Learning and Reward Shaping to improve results
Get the code:
Links:
VizDoom:
OpenAI Gym:
PyTorch:
PPO Algorithm: …
0:00 - Start
0:13 - Introduction
0:28 - Explainer
1:46 - CLIENT CONVERSATION 1
1:57 - Animation 1
2:09 - Tutorial Kickoff
3:01 - Getting VizDoom up and running
26:19 - CLIENT CONVERSATION 2
26:45 - Animation 2
27:16 - Creating an OpenAI Gym Environment
1:09:24 - CLIENT CONVERSATION 3
1:09:32 - Animation 3
1:13:32 - Setup Training Callback
1:22:21 - Train the RL model
1:45:28 - CLIENT CONVERSATION 4
1:45:41 - Testing the Agent
1:53:34 - BASIC