We study the means of preparing and coherently manipulating atomic wav
e packets in optical lattices, with particular emphasis on alkali-meta
l atoms in the far-detuned limit. We derive a general, basis-independe
nt expression for the lattice potential operator, and show that its of
f-diagonal elements can be tailored to couple the vibrational manifold
s of separate magnetic sublevels. Using these couplings one can evolve
the state of a trapped atom in a quantum coherent fashion, and prepar
e pure quantum states by resolved-sideband Raman cooling. We explore t
he use of atoms bound in optical lattices to study quantum tunneling a
nd the generation of macroscopic superposition states in a double-well
potential. Far-off-resonance optical potentials lend themselves parti
cularly well to reservoir engineering via well-controlled fluctuations
in the potential, making the atom-lattice system attractive for the s
tudy of decoherence and the connection between classical and quantum p
hysics.