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• Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
  2017 · 118 citations
• On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
  2016 · 81 citations
• A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management
  2017 · 32 citations
• Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning
  2017 · 12 citations
• Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning
  2017 · 2 citations