Ian Osband

Publications by Year

Research Areas

Advanced Bandit Algorithms Research, Reinforcement Learning in Robotics, Adversarial Robustness in Machine Learning, Machine Learning and Algorithms, Explainable Artificial Intelligence (XAI)

Most-Cited Works

• → Deep Q-learning From Demonstrations(2018)795 cited
• → A Tutorial on Thompson Sampling(2018)506 cited
• → Deep Exploration via Bootstrapped DQN(2016)460 cited
• → Noisy Networks for Exploration(2017)387 cited
• → (More) Efficient Reinforcement Learning via Posterior Sampling(2013)246 cited
• Deep Exploration via Randomized Value Functions(2019)
• Randomized prior functions for deep reinforcement learning(2018)