Reinforcement Learning, Artificial Intelligence, Deep Learning.
more powerful and versatile approach to RL. In eligibility traces, the agent maintains a trace of all the states and actions it has encountered, with the trace decayed over time. When the agent receives a reward, it updates its policy based on the expected future rewards and the trace of its