Motivated by recent progress in the experimental manipulation of cold atoms in optical lattices, we study three different protocols for non-adiabatic quantum state preparation and state transport in chains of Rydberg atoms. The protocols we discuss are based on the blockade mechanism between atoms which, when excited to a Rydberg state, interact through a van der Waals potential, and rely on single-site addressing. Specifically, we discuss protocols for efficient creation of an antiferromagnetic GHZ state, a class of matrix product states including a so-called Rydberg crystal and for the state transport of a single-qubit quantum state between two ends of a chain of atoms. We identify system parameters allowing for the operation of the protocols on timescales shorter than the lifetime of the Rydberg states while yielding high fidelity output states. We discuss the effect of positional disorder on the resulting states and comment on limitations due to other sources of noise such as radiative decay of the Rydberg states. The proposed protocols provide a testbed for benchmarking the performance of quantum information processing platforms based on Rydberg atoms. for example using ultracold ions [23]. Similarly, MPSs play a central role in classical simulations of quantum Hamiltonians in one dimension [24][25][26] and are naturally realized as ground states of some finite-range interaction spin chains [27][28][29] which are related to the problem of classical hardcore dimers [30]. For that reason we refer to the class of MPSs considered in this article as dimer-MPS. Importantly, the dimer-MPS feature the so-called Rydberg crystal as a special case [7,[31][32][33]. Finally, faithful transport of a quantum state between different nodes of a quantum network is an essential requirement for QIP schemes such as quantum computation [34]. Various methods to achieve quantum state transport between spatially separated qubits have been proposed [45][46][47]. These include schemes based on atoms connected through an optical link [35] or Rydberg atoms, where the transport is achieved through interactions between the Rydberg atoms and atomic ensembles which communicate through a photon exchange [36].In this paper, the QIP is based on the so-called 'Rydberg blockade' mechanism which relies on the strong repulsive interaction between atoms excited to a Rydberg state [3]. We first introduce the protocols for GHZ state and dimer-MPS generation and quantum state transport in the idealized limit of perfect blockade in section 2. In this regime the blockade mechanism can be effectively described by a three-body Hamiltonian which constitutes the basic building block of the studied protocols. Next, we investigate the influence of more realistic conditions, such as the non-perfect blockade due to the finite value of the interaction energy and the tails of the interaction or the positional disorder of the atoms held in optical tweezers [37] in section 3. There, we relax the requirement of strict blockade and consider instead an evolution guide...