This is a [ [Dynamic Programming]] algorithm used for [ [Markov Decision Process]] optimisation.

A value iteration algorithm (HHVI) based on hybrid heuristic criteria for exploring belief points set is presented in the paper. HHVI maintains the upper and lower bounds on the value function, ...

An adaptive dynamic programming value iteration algorithm is designed to solve nonlinear continuous-time nonzero-sum games in this paper. Since existing studies were developed on policy iteration, the ...

Key Features Value Iteration Algorithm: Implementation and analysis of convergence speed and policy optimality. Monte Carlo Control with ε-greedy Policy: On-policy first-visit MC control algorithm ...