callmespring / RL-short-courseLinks
Reinforcement Learning Short Course
☆64Updated 5 months ago
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:
- Notebooks for Applied Causal Inference Powered by ML and AI☆118Updated 2 months ago
- Implementation of "Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework" (JASA 2023)☆30Updated last year
- ☆32Updated 7 months ago
- My notes from class☆67Updated 7 years ago
- This repository is the demo implementation of [Deep Dimension Reduction for Supervised Representation Learning].☆11Updated 8 months ago
- ☆35Updated 5 years ago
- A collection of economics and finance papers that adopt reinforcement learning as a solution method.☆79Updated 2 weeks ago
- ☆10Updated 3 years ago
- Implementation of "Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making”(ICML 202…☆12Updated 4 years ago
- A curated list of causal reinforcement learning resources.☆87Updated last year
- Non-parametrics for Causal Inference☆47Updated 3 years ago
- Here is the exercise solution of stochastic process Ross 2nd Edition collected by the author. The answers are from the stochastic process…☆34Updated 4 years ago
- ☆95Updated last year
- Significance tests of feature relevance for a black-box learner☆18Updated 10 months ago
- Repository for the ISU Causal Inference Working Group☆12Updated last year
- Design of Simulations using WGAN☆50Updated 2 years ago
- Bayesian Causal Forests☆45Updated last year
- Code accompanying the paper "Empirical analysis of model selection for heterogeneous causal effect estimation"☆13Updated 4 months ago
- Notes for Judea Pearl et al., *Causal Inference in Statistics, a Primer*☆66Updated 5 years ago
- Code for the paper "Causal Transformer for Estimating Counterfactual Outcomes"☆149Updated 9 months ago
- 关于causal discovery, invariant learning, machine learning等方向的论文阅读笔记和slides总结☆30Updated 6 months ago
- Adjustment Identification Distance: A gadjid for Causal Structure Learning☆10Updated 3 months ago
- Code for the paper "Joint Causal Inference from Multiple Contexts" (JMLR 2020)☆16Updated 4 years ago
- Short tutorials on the use of machine learning methods for causal inference☆49Updated 2 years ago
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆328Updated 7 months ago
- ☆185Updated 2 years ago
- Materials Collection for Causal Inference☆46Updated 2 years ago
- ☆118Updated 3 weeks ago
- Convolution Smoothed Quantile Regression☆18Updated 7 months ago
- Course materials for Advanced Topics in Statistical Learning, Spring 2024☆21Updated 3 weeks ago