Reinforcement Learning in Economics and Finance

Reinforcement Learning in Economics and Finance

22 March 2020

Arthur Charpentier

Romuald Elie

Papers citing "Reinforcement Learning in Economics and Finance"

16 / 16 papers shown

Title
Flow Models for Unbounded and Geometry-Aware Distributional Reinforcement Learning Simo Alami C. Rim Kaddah Jesse Read Marie-Paule Cani 46 0 0 07 May 2025
Near-Optimal Sample Complexity for Iterated CVaR Reinforcement Learning with a Generative Model Zilong Deng Simon Khan Shaofeng Zou 54 0 0 11 Mar 2025
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots H. Zhang Xiaoman Pan Hongwei Wang Kaixin Ma W. Yu Dong Yu LLMAG 61 3 0 03 Jan 2025
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey Nikolaos Pippas Cagatay Turkay Elliot A. Ludvig AIFin 89 3 0 20 Aug 2024
Robust Q-Learning for finite ambiguity sets Cécile Decker Julian Sester 30 0 0 05 Jul 2024
Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning Shangding Gu Bilgehan Sel Yuhao Ding Lu Wang Qingwei Lin Alois Knoll Ming Jin 40 1 0 26 May 2024
Imitation Learning in Discounted Linear MDPs without exploration assumptions Luca Viano Stratis Skoulakis V. Cevher 30 3 0 03 May 2024
Simulating the economic impact of rationality through reinforcement learning and agent-based modelling Simone Brusatin Tommaso Padoan Andrea Coletta Domenico Delli Gatti Aldo Glielmo AI4CE 26 3 0 03 May 2024
Towards Efficient Risk-Sensitive Policy Gradient: An Iteration Complexity Analysis Rui Liu Erfaun Noorani Pratap Tokekar John S. Baras 23 1 0 13 Mar 2024
Maximizing NFT Incentives: References Make You Rich Guangsheng Yu Qin Wang Caijun Sun L. Nguyen H.M.N. Dilum Bandara Shiping Chen 32 1 0 09 Feb 2024
(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions Olivia Macmillan-Scott Mirco Musolesi 32 1 0 28 Nov 2023
Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation P. D. Siedler AI4CE 20 4 0 14 Nov 2022
Reinforcement Learning and Bandits for Speech and Language Processing: Tutorial, Review and Outlook Baihan Lin OffRL AI4TS 26 27 0 24 Oct 2022
Recent Advances in Reinforcement Learning in Finance B. Hambly Renyuan Xu Huining Yang OffRL 27 165 0 08 Dec 2021
Deep Q-Network-based Adaptive Alert Threshold Selection Policy for Payment Fraud Systems in Retail Banking Hongda Shen Eren Kurshan 14 20 0 21 Oct 2020
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 165 1,630 0 02 Feb 2020