Add open-source implementation of AlphaTensor

[diegofiori]

This PR adds the code for training AlphaTensor in its standard version. In particular it implements:

• Training on synthetic data and model-produced data
• Production of real data while acting
• Change of Basis for real data
• AlphaTensor architecture
• Model acting using MonteCarlo tree search
• Policy correction using mu-zero approach