Exploring Breakout Deep Reinforcement Learning

Exploring Breakout Deep Reinforcement Learning reveals several interesting facts.

  • We're going to be using a Duelling DQN architecture to teach an agent to play Atari
  • AI Learning to Play Breakout using Reinforcement Learning || Pygame
  • Code from: https://github.com/boyuanf/DeepQLearning LinkedIn: https://ca.linkedin.com/in/arnavparuthi Previous
  • Trained using https://github.com/tambetm/simple_dqn.
  • Training took ~32 hours on an RTX 3060ti (8GB VRAM). I trained DQN for 50 million environment steps using a replay buffer of ...

In-Depth Information on Breakout Deep Reinforcement Learning

Google DeepMind created an artificial intelligence program using A tutorial on how to make an AI / Reinforcement Learning This video illustrates the improvement in the performance of DQN over training (i.e. after 100, 200, 400 and 600 episodes).

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