We study the dynamics of relaxation and thermalization in an exactly solvab
le model of a particle interacting with a harmonic oscillator bath. Our goa
l is to understand the effects of non-Markovian processes on the relaxation
al dynamics and to compare the exact evolution of the distribution function
with approximate Markovian and non-Markovian quantum kinetics. There are t
wo different cases that are studied in detail: (i) a quasiparticle (resonan
ce) when the renormalized frequency of the particle is above the frequency
threshold of the bath and (ii) a stable renormalized "particle" state below
this threshold. The time evolution of the occupation number for the partic
le is evaluated exactly using different approaches that yield to complement
ary insights. The exact solution allows us to investigate the concept of th
e formation time of a quasiparticle and to study the difference between the
relaxation of the distribution of bare particles add that of quasiparticle
s. For the case of quasiparticles, the exact occupation number asymptotical
ly tends to a statistical equilibrium distribution that differs from a simp
le Bose-Einstein form as a result of off-shell processes whereas in the sta
ble particle case, the distribution of particles does not thermalize with t
he bath. We derive a non-Markovian quantum kinetic equation which resums th
e perturbative series and includes off-shell effects. A Markovian approxima
tion that includes off-shell contributions and the usual Boltzmann equation
(energy conserving) are obtained from the quantum kinetic equation in the
Limit of wide separation of time scales upon different coarse-graining assu
mptions. The relaxational dynamics predicted by the non-Markovian, Markovia
n, and Boltzmann approximations are compared to the exact result. The Boltz
mann approach is seen to fail in the case of wide resonances and when thres
hold and renormalization effects are important. [S1063-651X(99)02107-8].