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matants's Projects

connect4 icon connect4

a game of connect 4, later to have an AI based of alphazero to play it.

deeprl icon deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

gym-maze icon gym-maze

A basic 2D maze environment where an agent start from the top left corner and try to find its way to the bottom left corner.

mer icon mer

Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from the ICLR 2019 paper (https://openreview.net/pdf?id=B1gTShAct7)

omrl_mer icon omrl_mer

Official code for the paper "Offline Meta Learning of Exploration".

pytorch-dqn icon pytorch-dqn

Deep Q-Learning Network in pytorch (not actively maintained)

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