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
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