Observe then Incentivize Experiments

This is the code used for the paper "(Almost) Free Incentivized Exploration from Decentralized Learning Agents", Neurips 2021. The results reported in the paper can be obtained via running the following files.

Requirements

• Python 3.7
• matplotlib
• numpy
• scipy

Experiments

1. Figure 2(a): exp_comp_incentive.py
2. Figure 2(b): exp_distribution.py
3. Figure 2(c): exp_delta.py
4. Figure 2(d): exp_comp_M.py