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A set of simple reinforcement learning examples of navigating a 1D, 2D and 3D grid using Stable-Baselines3

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Navigating 1D, 2D, and 3D grids using reinforcement learning

Important libraries

  1. PyTorch
  2. Stable-Baselines3

1D grid (discrete action space)

Start: right end, Destination: left end

animated

2D grid (discrete action space)

Start: bottom left, Destination: top right

animated

2D grid with obstacle (continuous action space)

Start: bottom left, Destination: top right

animated

3D grid with obstacle (continuous action space)

Start: [0, 0, 0], Destination: [9, 9, 9]

animated

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A set of simple reinforcement learning examples of navigating a 1D, 2D and 3D grid using Stable-Baselines3

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