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My experimentations with Reinforcement Learning in Pytorch

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Bombora

My ongoing experiments in RL, originally based on ikostrikov/pytorch-a3c.

Usage

OMP_NUM_THREADS=1 python main.py --env-name "Pong-v0" --algo a3c --num-processes 4

Note: Pytorch is still in beta and non recent version might have some problems.

Dashboard

Logs are stored in dblogs directory, to watch agents learn run:

python dashboard.py --dbdir dblogs --env 'Pong-v0'

This will start a visdom server and show the last 2 run logs in Pong-v0 env.

video

Dependencies

  • pytorch
  • torchvision
  • gym
  • sqlite3
  • visdom

Credits

Cheers to Pytorch and authors of the follwing repos:

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My experimentations with Reinforcement Learning in Pytorch

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