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Stochastic MDP
The dataset used in this paper is a stochastic MDP with |S| = 4 and |A| = 4. One of the states is set to the terminal state, and one of the rest is set to the starting state.... -
System-Wide Emergency Policy for Transitioning from Main to Secondary Fuel
The dataset used in the study for navigating emergency transitions to costlier secondary fuels in natural gas-dependent power systems. -
Optimal control strategies for integrated hydrogen storage and power generati...
The dataset used in this paper is a Markov decision process model for optimal control of a Green Hydrogen Plant. -
A Deep Reinforcement Learning Approach for Online Parcel Assignment
The online parcel assignment problem, which is aimed at assigning each incoming parcel to a candidate route for delivery, in order to minimize the total cost under consideration... -
UAV-Assisted Vehicular Network
The dataset used in this paper is a Markov decision process (MDP) problem, where the UAV jointly adjusts its transmission control (power and channel) and 3D flight to maximize... -
Mountain Car
The dataset used in the paper is a reinforcement learning dataset, specifically a Markov Decision Process (MDP) with a finite set of states and actions. -
Markov Decision Process
The dataset used in the paper is a Markov Decision Process, where states can take values in a state space X, corresponding to a state x ∈ X, we can take an action u ∈ U,...