2 citations · 6 across the 8 of their papers we have counts for
3 papers · 1 filter
Deep Predictive Coding with Bi-directional Propagation for Classification and Reconstruction
Senhui Qiu, Saugat Bhattacharyya, Damien Coyle +1
This paper presents a new learning algorithm, termed Deep Bi-directional Predictive Coding (DBPC) that allows developing networks to simultaneously perform classification and recon…
A Decentralized Spike-based Learning Framework for Sequential Capture in Discrete Perimeter Defense Problem
Mohammed Thousif, Shridhar Velhal, Suresh Sundaram +1
This paper proposes a novel Decentralized Spike-based Learning (DSL) framework for the discrete Perimeter Defense Problem (d-PDP). A team of defenders is operating on the perimeter…
Sharing Lifelong Reinforcement Learning Knowledge via Modulating Masks
Saptarshi Nath, Christos Peridis, Eseoghene Ben-Iwhiwhu +5
Lifelong learning agents aim to learn multiple tasks sequentially over a lifetime. This involves the ability to exploit previous knowledge when learning new tasks and to avoid forg…