The actor search tree critic (ASTC) for off-policy POMDP learning in medical decision making L Li, M Komorowski, AA Faisal Workshop on Planning and Learning at the 35th International Conference on …, 2018 | 25 | 2018 |
Optimizing Sequential Medical Treatments with Auto-Encoding Heuristic Search in POMDPs L Li, M Komorowski, AA Faisal Workshop on Reinforcement Learning for Real Life at the 36th International …, 2019 | 19 | 2019 |
Optimizing medical treatment for sepsis in intensive care: from reinforcement learning to pre-trial evaluation L Li, I Albert-Smet, AA Faisal Workshop on AI for Affordable Healthcare at the 8th International Conference …, 2020 | 16 | 2020 |
Bayesian Distributional Policy Gradients L Li, AA Faisal AAAI21 35 (10), 8429-8437, 2021 | 14 | 2021 |
Adversarial Distributional Reinforcement Learning against Extrapolated Generalization L Li, AA Faisal Sixteenth European Workshop on Reinforcement Learning, 2023 | 1 | 2023 |
Bag of Policies for Distributional Deep Exploration A Nachkov, L Li, G Luise, F Valdettaro, A Faisal Epistemic Uncertainty in Artificial Intelligence Workshop 2023, 2023 | | 2023 |