Distributed DDPG

A Distributed version of the DDPG algorithm implemented in Python

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Team:

• Rajtilak Pal - 2022AIM1010
• Piyush Aggarwal - 2022AIM1008

Environment Setup:

• Setup a conda environment
• Install the dependencies mentioned in "dependencies.txt"
• Kindly use tensorflow==2.9

How to run:

• The system is distributed between 1 learner and multiple actors
• To start the learner, run the "learner_main.py" file
• To start some actors, run the "actor_main*.py" files

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The classical version of the DDPG algorithm can be found in deep_rl.