Stochastic approximation for nonexpansive maps: Application to Q-learning algorithms

Mathematics

• Q-learning 100%
• Nonexpansive Map 84%
• Learning Algorithm 70%
• Stochastic Approximation 69%
• Asynchronous Iteration 19%
• Boundedness 19%
• Shortest Path Problem 14%
• Framework 13%
• Nonexpansive Mapping 12%
• Iterate 11%
• Convergence Analysis 11%
• Lyapunov Function 10%
• Stability Analysis 10%
• Scaling 10%
• Lemma 9%
• Iteration 7%
• Form 4%
• Theorem 4%

Engineering & Materials Science

• Lyapunov functions 61%
• Learning algorithms 49%