acoache / RL-DynamicConvexRiskLinks
Python code to perform risk-sensitive Reinforcement Learning with dynamic convex risk measures
☆23Updated last year
Alternatives and similar repositories for RL-DynamicConvexRisk
Users that are interested in RL-DynamicConvexRisk are comparing it to the libraries listed below
Sorting:
- Some implementations from the paper robust risk aware reinforcement learning☆35Updated 3 years ago
- Deep Optimal Stopping Project☆15Updated 6 years ago
- code for "Optimal Stopping via Randomized Neural Networks"☆56Updated last year
- Robust pricing and hedging via Neural SDEs☆36Updated 3 years ago
- Pytorch implementation of Deep Hedging, Utility Maximization and Portfolio Optimization☆14Updated 9 months ago
- Portfolio Optimization with Cumulative Prospect Theory Utility via Convex Optimization☆35Updated last year
- JAX-LOB: A GPU-Accelerated limit order book simulator to unlock large scale reinforcement learning for trading☆25Updated last year
- ☆15Updated 2 years ago
- Covariance prediction via convex optimization☆21Updated 4 years ago
- Bayesian Optimization of Risk Measures☆21Updated last year
- End-to-end distributionally robust optimization☆34Updated 2 years ago
- Quant finance scripts☆16Updated 2 months ago
- Option hedging strategies are investigated using two reinforcement learning algorithms: deep Q network and deep deterministic policy grad…☆21Updated 5 years ago
- ☆27Updated last month
- Deep Learning methods to solve path-dependent PDEs / to price path-dependent derivatives like exotic options☆35Updated 3 years ago
- Deep multistep methods to solve BSDEs of first and second order for the approximation of PDE solutions☆19Updated 5 years ago
- Python modules and jupyter notebook examples for the paper Arbitrage-free Neural-SDE Market Models.☆51Updated 2 years ago
- Numerical solution of Hamilton Jacobi Bellman equations☆27Updated 10 years ago
- Implementation of "A deep solver for BSDEs with jumps"☆14Updated 7 months ago
- Minimal entropic value at risk (EVaR) portfolio construction under a Gaussian mixture model of returns.☆21Updated last year
- ☆20Updated 6 months ago
- ☆35Updated last year
- ☆12Updated 2 years ago
- Source code for Deep Partial Least Squares for Empirical Asset Pricing.☆15Updated 3 years ago
- A DQN agent that optimally hedges an options portfolio.☆24Updated 5 years ago
- SigFormer: Signature Transformer for Deep Hedging (ICAIF 2023)☆17Updated last year
- Portfolio Construction using Stratified Models☆11Updated 4 years ago
- Risk-Averse Distributional Reinforcement Learning: Code☆28Updated 6 years ago
- Repository attached to the paper with the same name.☆21Updated 4 years ago
- ☆67Updated last week