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DIAMBRA Environment

Built with OpenAI Gym standard, easy to use,
transforms famous classic videogames into Reinforcement Learning tasks.

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TUTORIALS

Step by step walkthroughs from basic environment usage to
complete setup of a Reinforcement Learning model training.


Tutorial #1 | Getting started with DIAMBRA Gym interface

Tutorial #2 | Gym Wrappers (Part 1)

Tutorial #3 | Gym Wrappers (Part 2)

Tutorial #4 | Coding a State of the Art AI Algorithm (Part 1)

Tutorial #5 | Coding a State of the Art AI Algorithm (Part 2)

Tutorial #6 | Imitation Learning - Experience Recording Wrapper

Tutorial #7 | Imitation Learning - Special Gym Environment (Part 1 - Live from Abu Dhabi!)

Tutorial #8 | Imitation Learning - Special Gym Environment (Part 2 - Live from Abu Dhabi!)

Tutorial #9 | Imitation Learning - Special Gym Environment (Part 3)

Tutorial #10 | Coding AI SelfPlay (Vanilla Version - Part 1)

Tutorial #11 | Coding AI SelfPlay (Vanilla Version - Part 2)

Tutorial #12 | Coding AI SelfPlay (Vanilla Version - Part 3)

Tutorial #13 | Coding AI PPO Integrated SelfPlay (Part 1)

Tutorial #14 | Coding AI PPO Integrated SelfPlay (Part 2)

Tutorial #15 | Coding SelfPlay (Continues) - Previous Models Sampling and Finalizing Integrated Version

Tutorial #16 | How to Optimize a Deep RL Model Using a Genetic Algorithm Library