Modeling Agents with Probabilistic Programs
by
Owain Evans
,
Andreas Stuhlmüller
,
John Salvatier
, and
Daniel Filan
Reinforcement learning techniques
Could have appendix discussing Apprenticeship Learning ideas in Abbeel and Ng in more detail.