Create README.md

Author: philtabor

README.md

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+# Multi-Agent-Deep-Deterministic-Policy-Gradients
+A Pytorch implementation of the multi agent deep deterministic policy gradients(MADDPG) algorithm
+
+This is my implementation of the algorithm presented in the paper: Multi Agent Actor Critic for Mixed Cooperative-Competitive Environments.
+You can find this paper here:
+https://arxiv.org/pdf/1706.02275.pdf
+
+You will need to install the Multi Agent Particle Environment(MAPE), which you can find here:
+https://github.com/openai/multiagent-particle-envs
+
+Make sure to create a virtual environment with the dependencies for the MAPE, since they are somewhat out of date.
+I also recommend running this with PyTorch version 1.4.0, as the latest version (1.8) seems to have an issue with
+an in place operation I use in the calculation of the critic loss.
+
+The video for this tutorial is found here: