Understanding Feature Dynamics in Policy Optimization
Event details
| Date | 27.10.2023 |
| Hour | 10:00 › 12:00 |
| Speaker | Skander Moalla |
| Location | |
| Category | Conferences - Seminars |
EDIC candidacy exam
Exam president: Prof. Volkan Cevher
Thesis advisor: Prof. Caglar Gulcehre
Co-examiner: Prof. Alexandre Alahi
Abstract
coming soon
Background papers
- Proximal Policy Optimization Algorithms (Schulman et al. 2017) <https://arxiv.org/abs/1707.06347>
- Transient Non-stationarity and Generalisation in Deep Reinforcement Learning (Igl et al. 2020) <https://openreview.net/forum?id=Qun8fv4qSby>
- Understanding and Preventing Capacity Loss in Reinforcement Learning (Lyle et al. 2022) <https://openreview.net/forum?id=ZkC8wKoLbQ7>
Exam president: Prof. Volkan Cevher
Thesis advisor: Prof. Caglar Gulcehre
Co-examiner: Prof. Alexandre Alahi
Abstract
coming soon
Background papers
- Proximal Policy Optimization Algorithms (Schulman et al. 2017) <https://arxiv.org/abs/1707.06347>
- Transient Non-stationarity and Generalisation in Deep Reinforcement Learning (Igl et al. 2020) <https://openreview.net/forum?id=Qun8fv4qSby>
- Understanding and Preventing Capacity Loss in Reinforcement Learning (Lyle et al. 2022) <https://openreview.net/forum?id=ZkC8wKoLbQ7>
Practical information
- General public
- Free