A Planning System Based on Markov Decision Processes to Guide People With Dementia Through Activities of Daily Living, IEEE Transactions on Information Technology in Biomedicine, vol.10, issue.2, pp.323-333, 2006. ,
DOI : 10.1109/TITB.2006.864480
Decision-theoretic planning: Structural assumptions and computational leverage, Journal of Artificial Intelligence Research, vol.11, pp.1-94, 1999. ,
Cooperative negotiation in autonomic systems using incremental utility elicitation, UAI, 2003. ,
Convex Optimization, 2004. ,
Preference-based reinforcement learning: a formal framework and a policy iteration algorithm, Machine Learning, pp.123-156, 2012. ,
DOI : 10.1007/s10994-012-5313-8
Foundations of measurement, volume Additive and Polynomial Representations, 1971. ,
On the complexity of solving markov decision problems, UAI, pp.394-402, 1995. ,
Algorithms for inverse reinforcement learning, ICML, 2000. ,
Markov decision processes: discrete stochastic dynamic programming, 1994. ,
DOI : 10.1002/9780470316887
Online feature elicitation in interactive optimization, ICML, 2009. ,
Regret based reward elicitation for Markov decision processes, UAI, pp.444-451, 2009. ,
Robust policy computation in reward-uncertain MDPs using nondominated policies, AAAI, 2010. ,
Eliciting additive reward functions for Markov decision processes, IJCAI, 2011. ,
Robust online optimization of reward-uncertain MDPs, IJ- CAI, 2011. ,
Stochastic Orders and Their Applications Academic press Recommendation sets and choice queries: There is no exploration/exploitation tradeoff! In AAAI Markov decision processes with ordinal rewards: Reference point-based preferences Multi-objective infinite-horizon discounted Markov decision processes, ICAPS, pp.282-289639, 1982. ,
Parametric regret in uncertain Markov decision processes, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference, 2009. ,
DOI : 10.1109/CDC.2009.5400796