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1. A-Note-on-Generalized-Second-order-Value-Iteration-in-MDP A-Note-on-Generalized-Second-order-Value-Iteration-in-MDP Public

   A new efficient method to fasten the convergence of standard value iteration method in dynamic programming.

   Python

2. Double-SOR-Q-Learning Double-SOR-Q-Learning Public

   This repository contains code for implementing Double Successive Over-Relaxation Q-Learning across various reinforcement learning domains.

   Python

3. Multi-Step-Markov-Games Multi-Step-Markov-Games Public

   This repository contains the code for the new multi-step algorithm proposed for solving two-player zero-sum stochastic games. This repository can be utilized to reproduce the results provided in th…

   Python

4. Weighted-Smooth-Q-learning Weighted-Smooth-Q-learning Public

   This repository contains the implementation of the Weighted Smooth Q-learning (WSQL) algorithm. The repository includes examples to demonstrate the effectiveness of WSQL in different scenarios.

   Python