Rasool Fakoor

Differentiable Greedy Networks

2018 · arXiv (Cornell University)

Optimal selection of a subset of items from a given set is a hard problem that requires combinatorial optimization. In this paper, we propose a subset selection algorithm that is trainable with gradient-based methods yet …

Learning the Target Network in Function Space

2024 · arXiv (Cornell University)

We focus on the task of learning the value function in the reinforcement learning (RL) setting. This task is often solved by updating a pair of online and target networks while ensuring that the parameters …