@article{reinforcementlearningalgorithmsforregret,
  title = {Reinforcement Learning algorithms for regret minimization in structured Markov Decision Processes},
  author = {K J Prabuchandran and Tejas Bodas and Theja Tulabandhula},
  year = {2016},
  eprint = {1608.04929},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1608.04929v1},
}