Getting Started
Train a DQN Agent to Balance a Cart-Pole System
Train a Q-Learning Agent to Solve Grid World Problems
Train a Reinforcement Learning Agent in an MDP Environment
Reinforcement Learning A Motivation for a Powertrain Control Engineer (21:26
Automated Driving
Train DDPG Agent for Adaptive Cruise Control
Train DQN Agent for Lane Keeping Assist
Train DDPG Agent for Path-Following Control
Train PPO Agent for Automatic Parking Valet
Robotics
Quadruped Robot Locomotion Using DDPG Agents
Deep Reinforcement Learning for Walking Robots (15:52)
MATLAB Oil and Gas Conference 2019: Reinforcement Learning Workflows for AI (21:38)
How to Train Your Robot (with Deep Reinforcement Learning) (37:08)
Tuning, Calibration, and Scheduling
Water Distribution System Scheduling
Tune a PI Controller using Reinforcement Learning
