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Deep Reinforcement Learning Algorithms for Option Hedging
v1v2 (latest)

Deep Reinforcement Learning Algorithms for Option Hedging

7 April 2025
Andrei Neagu
Frédéric Godin
Leila Kosseim
ArXiv (abs)PDFHTML

Papers citing "Deep Reinforcement Learning Algorithms for Option Hedging"

8 / 8 papers shown
Title
Deep Hedging with Market Impact
Deep Hedging with Market Impact
Andrei Neagu
Frédéric Godin
Clarence Simard
Leila Kosseim
64
3
0
20 Feb 2024
Deep Hedging of Derivatives Using Reinforcement Learning
Deep Hedging of Derivatives Using Reinforcement Learning
Jay Cao
Jacky Chen
J. Hull
Zissis Poulos
88
76
0
29 Mar 2021
Addressing Function Approximation Error in Actor-Critic Methods
Addressing Function Approximation Error in Actor-Critic Methods
Scott Fujimoto
H. V. Hoof
David Meger
OffRL
350
5,244
0
26 Feb 2018
QLBS: Q-Learner in the Black-Scholes(-Merton) Worlds
QLBS: Q-Learner in the Black-Scholes(-Merton) Worlds
I. Halperin
OffRL
68
84
0
13 Dec 2017
Proximal Policy Optimization Algorithms
Proximal Policy Optimization Algorithms
John Schulman
Filip Wolski
Prafulla Dhariwal
Alec Radford
Oleg Klimov
OffRL
693
19,348
0
20 Jul 2017
Dueling Network Architectures for Deep Reinforcement Learning
Dueling Network Architectures for Deep Reinforcement Learning
Ziyun Wang
Tom Schaul
Matteo Hessel
H. V. Hasselt
Marc Lanctot
Nando de Freitas
OffRL
115
3,780
0
20 Nov 2015
Deep Reinforcement Learning with Double Q-learning
Deep Reinforcement Learning with Double Q-learning
H. V. Hasselt
A. Guez
David Silver
OffRL
288
7,702
0
22 Sep 2015
Playing Atari with Deep Reinforcement Learning
Playing Atari with Deep Reinforcement Learning
Volodymyr Mnih
Koray Kavukcuoglu
David Silver
Alex Graves
Ioannis Antonoglou
Daan Wierstra
Martin Riedmiller
144
12,298
0
19 Dec 2013
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