Apprenticeship learning via inverse reinforcement learning, Proceedings of the 21st International Conference on Machine Learning (ICML), 2004. ,
On the generation of markov decision processes, Journal of the Operational Research Society, 1995. ,
Robot learning from demonstration, Proceedings of the 14th International Conference on Machine Learning (ICML), 1997. ,
Relative entropy inverse reinforcement learning, JMLR Workshop and Conference Proceedings, 2011. ,
Inverse reinforcement learning through structured classification, Advances in Neural Information Processing Systems 25 (NIPS), 2012. ,
Relating reinforcement learning performance to classification performance, Proceedings of the 22nd International Conference on Machine Learning (ICML), 2005. ,
Minimization methods for non-differentiable functions, 1985. ,
A game-theoretic approach to apprenticeship learning, Advances in Neural Information Processing Systems 21 (NIPS), 2008. ,
A reduction from apprenticeship learning to classification, Advances in Neural Information Processing Systems 23 (NIPS), 2010. ,
Learning structured prediction models : A large margin approach, Proceedings of the 22nd International Conference on Machine Learning (ICML), 2005. ,