A Framework for Empowering Reinforcement Learning Agents with Causal Analysis: Enhancing Automated Cryptocurrency Trading

14 October 2023

Papers citing "A Framework for Empowering Reinforcement Learning Agents with Causal Analysis: Enhancing Automated Cryptocurrency Trading"

7 / 7 papers shown

Title
Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting Berend Gort Xiao-Yang Liu Xinghang Sun Jiechao Gao Shuai Chen Chris Wang 39 13 0 12 Sep 2022
Exploration in Deep Reinforcement Learning: A Survey Pawel Ladosz Lilian Weng Minwoo Kim H. Oh OffRL 48 334 0 02 May 2022
An Empirical Study of Representation Learning for Reinforcement Learning in Healthcare Taylor W. Killian Haoran Zhang Jayakumar Subramanian Mehdi Fatemi Marzyeh Ghassemi OffRL 48 37 0 23 Nov 2020
Attention-Aware Face Hallucination via Deep Reinforcement Learning Qingxing Cao Liang Lin Yukai Shi Xiaodan Liang Guanbin Li SupR 44 194 0 10 Aug 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 234 18,685 0 20 Jul 2017
Learning to Navigate in Complex Environments Piotr Wojciech Mirowski Razvan Pascanu Fabio Viola Hubert Soyer Andy Ballard ... Ross Goroshin Laurent Sifre Koray Kavukcuoglu D. Kumaran R. Hadsell 67 876 0 11 Nov 2016
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision Chen Liang Jonathan Berant Quoc V. Le Kenneth D. Forbus Ni Lao NAI 81 404 0 31 Oct 2016