3 citations · 3 across the 5 of their papers we have counts for
3 papers · 1 filter
Dynamics of Local Elasticity During Training of Neural Nets
Soham Dan, Anirbit Mukherjee, Avirup Das +1
In the recent past, a property of neural training trajectories in weight-space had been isolated, that of "local elasticity" (denoted as ). Local elasticity attempts t…
Object Files and Schemata: Factorizing Declarative and Procedural Knowledge in Dynamical Systems
Anirudh Goyal, Alex Lamb, Phanideep Gampa +5
Modeling a structured, dynamic environment like a video game requires keeping track of the objects and their states declarative knowledge) as well as predicting how objects behave…
A Tractable Algorithm For Finite-Horizon Continuous Reinforcement Learning
Phanideep Gampa, Sairam Satwik Kondamudi, Lakshmanan Kailasam
We consider the finite horizon continuous reinforcement learning problem. Our contribution is three-fold. First,we give a tractable algorithm based on optimistic value iteration fo…