260 citations · 1.8k across the 63 of their papers we have counts for
3 papers · 1 filter
Don't Forget Your Teacher: A Corrective Reinforcement Learning Framework
Mohammadreza Nazari, Majid Jahani, Lawrence V. Snyder +1
Although reinforcement learning (RL) can provide reliable solutions in many settings, practitioners are often wary of the discrepancies between the RL solution and their status quo…
Multi-Agent Image Classification via Reinforcement Learning
Hossein K. Mousavi, Mohammadreza Nazari, Martin Takáč +1
We investigate a classification problem using multiple mobile agents capable of collecting (partial) pose-dependent observations of an unknown environment. The objective is to clas…
Distributed Learning with Compressed Gradient Differences
Konstantin Mishchenko, Eduard Gorbunov, Martin Takáč +1
Training large machine learning models requires a distributed computing approach, with communication of the model updates being the bottleneck. For this reason, several methods bas…