Milad Aghajohari

Meta-Value Learning: a General Framework for Learning with Learning Awareness

2023 · arXiv (Cornell University)

Gradient-based learning in multi-agent systems is difficult because the gradient derives from a first-order model which does not account for the interaction between agents' learning processes. LOLA (arXiv:1709.04326) accounts for this by differentiating through one …