Multi-Objective reward generalization: Improving performance of Deep Reinforcement Learning for applications in single-asset trading

9 March 2022

Papers citing "Multi-Objective reward generalization: Improving performance of Deep Reinforcement Learning for applications in single-asset trading"

6 / 6 papers shown

Title
Redeeming Intrinsic Rewards via Constrained Optimization Eric Chen Zhang-Wei Hong Joni Pajarinen Pulkit Agrawal OnRL 49 25 0 14 Nov 2022
Dynamic Weights in Multi-Objective Deep Reinforcement Learning Axel Abels D. Roijers Tom Lenaerts A. Nowé Denis Steckelmacher OffRL 64 163 0 20 Sep 2018
Generalizing Across Multi-Objective Reward Functions in Deep Reinforcement Learning Eli Friedman F. Fontaine OffRL 52 22 0 17 Sep 2018
A Multi-Objective Deep Reinforcement Learning Framework Thanh Thi Nguyen Ngoc Duy Nguyen Peter Vamplew Saeid Nahavandi Richard Dazeley Chee Peng Lim OffRL 58 110 0 08 Mar 2018
A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem Zhengyao Jiang Dixing Xu Jinjun Liang OOD 62 344 0 30 Jun 2017
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 125 12,227 0 19 Dec 2013