Alessandro Lazaric is giving an invited talk at the “Journée pour la promotion et le developpement de l’intelligence artificielle” organized by AfIA. Reinforcement Learning and Transfer of Knowledge Reinforcement learning …
We presented two novel results on apprenticeship learning at IJCAI’15, where we use demonstrations generated by an expert to learn near-optimal policies. This scenario is typical in source-to-target transfer, where the …
Alessandro Lazaric gave an invited talk on “Challenges of multi-task and transfer in reinforcement learning” at the “Machine Learning with Interdependent and Non-identically Distributed Data” seminar in Dagstuhl. [slides] [abstract]
Keywords: reinforcement learning, multi-armed bandit, transfer learning, exploration-exploitation, representation learning, hierarchical learning. Research Topic This main objective of this Ph.D. research project is to advance the state-of-the-art in the field of multi-armed …
