no code implementations • 6 Oct 2022 • Dhruv Madeka, Kari Torkkola, Carson Eisenach, Anna Luo, Dean P. Foster, Sham M. Kakade
This work provides a Deep Reinforcement Learning approach to solving a periodic review inventory control system with stochastic vendor lead times, lost sales, correlated demand, and price matching.
1 code implementation • 20 Jul 2020 • Jonathan Chung, Anna Luo, Xavier Raffin, Scott Perry
We present the Battlesnake Challenge, a framework for multi-agent reinforcement learning with Human-In-the-Loop Learning (HILL).
Multi-agent Reinforcement Learning reinforcement-learning +1
no code implementations • 30 Apr 2020 • Ragav Venkatesan, Gurumurthy Swaminathan, Xiong Zhou, Anna Luo
We then demonstrate that if we found the profiles using a mid-sized dataset such as Cifar10/100, we are able to transfer them to even a large dataset such as Imagenet.