README.md

Implementation of Scalable-Distributed-Deep-RL-with-Importance-Weighted-Actor-Learner-Architectures

• These results are from only 4 threads. So unstable to train.
• Tensorflow Implementation
• A3C type thread environment training method
• PongDeterministic-v4 environment

Todo

• Only CPU Training method
• Use Network protocol method
• Training on GPU, Inference on CPU

Reference

• IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
• deepmind/scalable_agent
• Asynchronous_Advatnage_Actor_Critic