Search Results for author: Sugandha Sharma

Found 3 papers, 2 papers with code

Content Addressable Memory Without Catastrophic Forgetting by Heteroassociation with a Fixed Scaffold

1 code implementation1 Feb 2022 Sugandha Sharma, Sarthak Chandra, Ila R. Fiete

We propose a novel CAM architecture, Memory Scaffold with Heteroassociation (MESH), that factorizes the problems of internal attractor dynamics and association with external content to generate a CAM continuum without a memory cliff: Small numbers of patterns are stored with complete information recovery matching standard CAMs, while inserting more patterns still results in partial recall of every pattern, with a graceful trade-off between pattern number and pattern richness.

Toward Human-AI Alignment in Large-Scale Multi-Player Games

no code implementations5 Feb 2024 Sugandha Sharma, Guy Davidson, Khimya Khetarpal, Anssi Kanervisto, Udit Arora, Katja Hofmann, Ida Momennejad

First, we analyze extensive human gameplay data from Xbox's Bleeding Edge (100K+ games), uncovering behavioral patterns in a complex task space.

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