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reinforcement learning ddpg code. follow deepmind papers.

ddpg

Implementation of DDPG - Deep Deterministic Policy Gradient - on gym-torcs. with tensorflow.

ddpg paper: http://arxiv.org/pdf/1509.02971v2.pdf

Author: kenneth yu

installation dependencies:

  1. tensorflow r1.4
  2. gym_torcs: https://github.com/ugo-nama-kun/gym_torcs

how to run:

  1. training mode:
 python3 gym_torcs_train_low_dim.py
  1. evaluate mode:
  python3 gym_torcs_eval_low_dim.py