README.txt

Hello to our RL submission.
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1. You can run Demo.py for a small presentation of our demo-agents.
2. You can run pit.py by setting the players you want to run. Load the agents from the folder Agents! 
3. The folder Agents contains all the different agents we used for experiments.
4. The folder DEMO contains the agents without time contrains, these agents are not used in any of the experiments and they are just for demo purpose. Please do not use these agents in the Pit.  
5. The folder experiments contains all the different experiments we did for each one of the agents. The results are gathered in the jupyter notebook for visualizing the plots.
Essential software: Python 3.6.0, numpy 1.13.3, pandas 0.23.4, joblib 0.11, tqdm 4.31.1, seaborn 0.9.0 (for the plots).