Reinforcement Learning, Artificial Intelligence, Deep Learning.
This allows the agent to update its policy based on the expected future rewards, taking into account the non-stationary nature of the rewards. In summary, the ability of eligibility traces to handle non-stationary rewards is that it allows the agent to take into account the long-term dependencies