Search Results for author: Haitham Ammar

Found 2 papers, 1 papers with code

Efficient Semi-Implicit Variational Inference

no code implementations15 Jan 2021 Vincent Moens, Hang Ren, Alexandre Maraval, Rasul Tutunov, Jun Wang, Haitham Ammar

In this paper, we propose CI-VI an efficient and scalable solver for semi-implicit variational inference (SIVI).

Variational Inference

SAMBA: Safe Model-Based & Active Reinforcement Learning

1 code implementation12 Jun 2020 Alexander I. Cowen-Rivers, Daniel Palenicek, Vincent Moens, Mohammed Abdullah, Aivar Sootla, Jun Wang, Haitham Ammar

In this paper, we propose SAMBA, a novel framework for safe reinforcement learning that combines aspects from probabilistic modelling, information theory, and statistics.

Reinforcement Learning (RL) Safe Reinforcement Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.