Error bounds for constant step-size Q-learning

Keyphrases

• Error Bound 100%
• Q-learning 100%
• Constant Step Size 100%
• Dynamical Systems 66%
• Q-function 66%
• First Moment 33%
• Convergence Property 33%
• Scalar 33%
• Excitation Condition 33%
• Convergence Bounds 33%
• Persistent Excitation 33%
• Difference Equations 33%
• Q-learning Algorithm 33%
• Fixed Step Size 33%
• Discounted Reward 33%
• Update Equation 33%
• Markov Decision Problem 33%
• Finite State Space 33%
• Learning with Errors Problem 33%

Mathematics

• Error Bound 100%
• Step Size 100%
• Dynamical System 66%
• Convergence Property 33%
• State Variable 33%
• Difference Equation 33%
• Noise Sequence 33%