When using custom mappings case sensitivity is currently important. This can cause issues when the data has been formatted with names of different cases that need to be compared. Look at possibility of making this non case sensitive and just ensure strings are unique.
Simple library based on https://github.com/osigaud/Basic-Policy-Gradient-Labs made for the Master's project: Comparison of Evolutionnary Methods and Reinforcement Learning methods on classical control benchmarks. Supervised by Prof Olivier Sigaud with Damien Legros.
Experiment 1: Comparison of key bandit algorithms; Experiment 2: Comparison of Q and SARSA Learning on Taxiv3 environment' ; Experiment 3: Comparison of Q, SARSA and CEM Learning on LunarLanderv2 Environment
When using custom mappings case sensitivity is currently important. This can cause issues when the data has been formatted with names of different cases that need to be compared. Look at possibility of making this non case sensitive and just ensure strings are unique.