Continuous-Action Reinforcement Learning for Portfolio Allocation of a Life Insurance Company

The asset management of an insurance company is more complex than traditional portfolio management due to the presence of obligations that the insurance company must fulfill toward the clients. These obligations, commonly referred to as liabilities, are payments whose magnitude and occurrence are a byproduct of insurance contracts with the clients, and of portfolio performances.