Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Costas Spanos

Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response

Apr 29, 2021
Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Costas Spanos

  Access Paper or Ask Questions

Towards Efficient Data Valuation Based on the Shapley Value

Feb 27, 2019
Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Gurel, Bo Li, Ce Zhang, Dawn Song, Costas Spanos

  Access Paper or Ask Questions

One Bit Matters: Understanding Adversarial Examples as the Abuse of Redundancy

Oct 23, 2018
Jingkang Wang, Ruoxi Jia, Gerald Friedland, Bo Li, Costas Spanos

  Access Paper or Ask Questions

A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University

Sep 25, 2018
Ioannis C. Konstantakopoulos, Andrew R. Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Costas Spanos

* 16 double pages, shorter version submitted to Applied Energy Journal 

  Access Paper or Ask Questions

Inverse Reinforcement Learning via Deep Gaussian Process

May 04, 2017
Ming Jin, Andreas Damianou, Pieter Abbeel, Costas Spanos

  Access Paper or Ask Questions