callmespring / RL-short-courseLinks
Reinforcement Learning Short Course
☆76Updated last week
Alternatives and similar repositories for RL-short-course
Users that are interested in RL-short-course are comparing it to the libraries listed below
Sorting:
- A collection of economics and finance papers that adopt reinforcement learning as a solution method.☆86Updated 3 months ago
- Implementation of "Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making”(ICML 202…☆14Updated 4 years ago
- Notebooks for Applied Causal Inference Powered by ML and AI☆129Updated 5 months ago
- Here is the exercise solution of stochastic process Ross 2nd Edition collected by the author. The answers are from the stochastic process…☆38Updated 5 years ago
- Here is a list of papers related to causal reinforcement learning, and I hope you can submit relevant missing papers in the issue.☆18Updated last year
- A curated list of causal reinforcement learning resources.☆98Updated last year
- ☆35Updated 2 months ago
- Implementation of "Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework" (JASA 2023)☆32Updated last year
- Materials Collection for Causal Inference☆47Updated 2 years ago
- My notes from class☆71Updated 7 years ago
- python implementation of Peng Ding's "First Course in Causal Inference"☆171Updated last year
- ☆61Updated last year
- Code for Colangelo and Lee (2025)☆14Updated 6 months ago
- This repository is the demo implementation of [Deep Dimension Reduction for Supervised Representation Learning].☆10Updated 11 months ago
- ☆189Updated 2 years ago
- CausalDisco contains baseline algorithms and analytics tools for Causal Discovery. The package can be installed by running `pip install C…☆16Updated last year
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆335Updated 10 months ago
- Causal Inference in Statistics: A Primer(翻译版)☆19Updated last week
- Repository for the ISU Causal Inference Working Group☆12Updated last year
- Mono-repo for the PhD course AI for Business Research (DOTE 6635, S25)☆82Updated this week
- Causality with machine learning, topic including causal represenation learning, causal reinforcement learning☆11Updated 4 years ago
- A library for mean-field games.☆53Updated this week
- Code for the paper "Smart 'Predict, then Optimize'"☆81Updated last year
- Short tutorials on the use of machine learning methods for causal inference☆48Updated 2 years ago
- [TNNLS-2024, arXiv-2023.2.10] Official repository of "A Survey on Causal Reinforcement Learning"☆43Updated 3 weeks ago
- ☆157Updated 2 weeks ago
- Implementation of "DAGs with NO TEARS: Smooth Optimization for Structure Learning", by Zheng et al. (2018)☆49Updated 6 years ago
- ☆20Updated 3 years ago
- Website for a doctoral course on Dynamic Optimization☆19Updated last year
- R Markdown notes for Peter D. Hoff, "A First Course in Bayesian Statistical Methods"☆128Updated 5 years ago