David M. Janz

1. Bandit optimisation of functions in the Matérn kernel RKHS
   2020/01/28 by David M. Janz, David R. Burt, Janz, David +3 · 5 citations
   Decision Sciences · Physics and Astronomy · Computer Science · #Advanced Bandit Algorithms Research #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference
2. Ensemble sampling for linear bandits: small ensembles suffice
   2023/11/14 by David M. Janz, Alexander E. Litvak, Janz, David +3 · 2 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Mobile Crowdsensing and Crowdsourcing
3. Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning
   2018/10/15 by David M. Janz, Janz, David, Jiri Hron +8 · 1 citation
   Computer Science · #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics