Eligibility Traces resource

What is Eligibility Traces resource in ml?

Eligibility traces are a resource used in machine learning algorithms, particularly in reinforcement learning. They are used to keep track of the contribution of past actions and states to the current prediction or decision being made by the algorithm.Eligibility traces are used in a variety of reinforcement learning algorithms, including SARSA and Q-learning, to improve the efficiency of learning and to help the agent learn to associate specific actions with specific states in the environment.

Reference Links:

• Eligibility Traces in Reinforcement Learning
• Temporal difference learning with eligibility traces for the game connect four
• Eligibility Traces
• What are the Eligibility Traces? || Reinforcement Learning
• Eligibility Trace Explained