1. Introduction; 2. Russell's challenge; 3. Statistical mechanical accounts; 4. Agency accounts; 5. Future directions; References.

This Element examines recent empirical attempts to explain the temporal asymmetry of causation: statistical mechanical accounts, agency accounts and fork asymmetry accounts. None of these accounts are complete yet and a full explanation of the temporal asymmetry of causation will likely require contributions from all three programs.