Available positions
Multiple PhD positions in reinforcement learning, fairness or privacy.
Research interests
- Artificial intelligence and society
- Differential privacy
- Reinforcement learning
Available positions
Multiple PhD positions in reinforcement learning, fairness or privacy.
Research interests
Inferential Induction: A Novel Framework for Bayesian Reinforcement Learning, ICBINB@NeurIPS 2020
A Novel Individually Rational Objective In Multi-Agent Multi-Armed Bandit: Algorithms and Regret Bounds, AAMAS 2020
Bayesian Reinforcement Learning via Deep, Sparse Sampling, AISTATS 2020.
Complexity of stochastic branch and bound methods for belief tree search in Bayesian reinforcement learning. CoRR abs/0912.5029 (2009)
Rollout sampling approximate policy iteration. Machine Learning 72(3): 157-171 (2008)
Nearly Optimal Exploration-Exploitation Decision Thresholds. ICANN (1) 2006: 850-859