NIPS Proceedingsβ

Joelle Pineau

10 Papers

  • Bellman Error Based Feature Generation using Random Projections on Sparse Spaces (2013)
  • Learning from Limited Demonstrations (2013)
  • On-line Reinforcement Learning Using Incremental Kernel-Based Stochastic Factorization (2012)
  • Reinforcement Learning using Kernel-Based Stochastic Factorization (2011)
  • PAC-Bayesian Model Selection for Reinforcement Learning (2010)
  • Manifold Embeddings for Model-Based Reinforcement Learning under Partial Observability (2009)
  • MDPs with Non-Deterministic Policies (2008)
  • Bayes-Adaptive POMDPs (2007)
  • Theoretical Analysis of Heuristic Search Methods for Online POMDPs (2007)
  • Applying Metric-Trees to Belief-Point POMDPs (2003)