tokens: In this paper , we first present quickly the reinforcement learning framework and the main state representation learning approaches that are implemented , before presenting the SRL Toolbox environments and datasets , the qualitative and quantitative evaluation methods , and a set of experiments illustrating the performances of the implemented approaches .