Temporal Difference (TD) Control Algorithms Comparison: SARSA, Expected SARSA, and Q-learning

Comparative analysis of major one-step Temporal Difference (TD) control algorithms: SARSA, Expected SARSA, and Q-learning, focusing on their policy nature and target construction.

Reinforcement Learning for Outfit Compatibility

Modeling the outfit compatibility problem as a Markov Decision Process (MDP), defining the state space, action space, and afterstate formulation for sequential item selection.

Afterstate Formulation

Formalization of the afterstate concept in Reinforcement Learning, including value functions and Dynamic Programming / Temporal Difference algorithms.