- Deep Reinforcement Learning Hands-On
- Hands-On Reinforcement Learning with Python (Doom etc.)
- Hands-On Intelligent Agents with OpenAI Gym (CARLA etc.
- Reinforcement Learning: An Introduction
- REINFORCEMENT LEARNING AND OPTIMAL CONTROL
- Grokking Deep Reinforcement Learning
- Deep Reinforcement Learning in Action
- Deep Learning and the Game of Go
- An Outsider's Tour of Reinforcement Learning
- Learning Reinforcement Learning (with Code, Exercises and Solutions)
- Spinning Up (OpenAI)
- Mathematics for Machine Learning (Book)
- The Matrix Calculus You Need For Deep Learning
- Book | Grokking Deep Learning
- Amazon's ML courses
- Understanding Learning Rates and How It Improves Performance in Deep Learning (Blog post)
- Applied Deep Learning: A Case-Based Approach to Understanding Deep Neural Networks
- Deep Learning for Self-Driving Cars
- Deep Learning School (RUS)
- Statistical Learning Theory and Applications
- Lectures | Natural Language Processing with Deep Learning (Stanford / Winter 2019)
- Deepminds RL course
- Yandex RL
- RL Course by David Silver | Youtube
- Berkeley RL course | Youtube
- Deep RL Bootcamp (Google)
- CS 188 | Introduction to Artificial Intelligence
- Waterloo RL course
- Move 37 Course
- The Complete Self-Driving Car Course - Applied Deep Learning
- Udemy | Advanced AI: Deep Reinforcement Learning in Python
- Udemy | Artificial Intelligence: Reinforcement Learning in Python
- ROS Autonomous Car
- PyTorch Reinforcement Learning | DeepLizard
- How to Simulate a Udacity's Self-Driving Car
- DQN etc with PyTorch | Machine Learning with Phil
- DQN, PPO, VizDoom etc | Thomas SIMONINI
-
DQN
-
Reinforcement Learning w/ Keras
-
A Free course in Deep Reinforcement Learning from beginner to expert
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Using Keras and Deep Deterministic Policy Gradient to play TORCS
-
Using reinforcement learning in Python to teach a virtual car to avoid obstacles
- Unity ML-Agents Tutorial | AI Truffle Pigs!
- Creating a Unity ML-Agent from Scratch Part 1
- First Unity ml-agent program.
- (Book) Learn Unity ML-Agents – Fundamentals of Unity Machine Learning
- ML agents with Unity3d
- Arcade Style Bouncy Vehicle Physics Tutorial
- Intro to Unity: Rocket League-ish Edition
- Airsim - Unity SDC sim
- MADRaS: A Multi-Agent DRiving Simulator for Autonomous Driving Research
- CARLA (car gta5 like)
- OpenAI Gym with custom SpaceX Rocket Lander
- Unity Car Environment
- Gym-TORCS
- Udacity's Self-Driving Car Simulator
- Deep drive (GTA like)
- Snake - Slitherin
- DDPG training a Reinforcement Learning Agent for TORCS
- Toward Deep Reinforcement Learning without a Simulator: An Autonomous Steering Example
- A Brief Survey of Deep Reinforcement Learning
- Curiosity-driven Exploration by Self-supervised Prediction
- POET: Endlessly Generating Increasingly Complex and Diverse Learning Environments and their Solutions through the Paired Open-Ended Trailblazer