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balancebot_rl

Implemented DQN on a self balancing simulated bot using pybullet and openai gym, baselines. The environment is made using ROS URDF and DQN is an off-policy reinforcement learning algorithm which can be used for discrete-action space.

How to run:

  1. Download the zip
  2. Create a conda environment and run "pip install -e ."
  3. To run : python balancebot_task.py