Code for NeurIPS 2021 paper: "Invariant Causal Imitation Learning for Generalizable Policies" by I. Bica, D. Jarrett, M. van der Schaar
☆28Mar 3, 2022Updated 4 years ago
Alternatives and similar repositories for Invariant-Causal-Imitation-Learning
Users that are interested in Invariant-Causal-Imitation-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Supercharging Imbalanced Data Learning WithCausal Representation Transfer☆12Nov 29, 2021Updated 4 years ago
- Implementation of paper Long-Term Effect Estimation with Surrogate Representation☆13Oct 20, 2020Updated 6 years ago
- Counterfactual explanations for Reinforcement Learning agents on Atari☆12Apr 3, 2023Updated 3 years ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Dec 8, 2021Updated 4 years ago
- Invariant Causal Prediction for Block MDPs☆44Jun 11, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Contains implementation of the DoubIL and ResiduIL algorithms from the ICML '22 paper Causal Imitation Learning under Temporally Correlat…☆11Dec 9, 2022Updated 3 years ago
- The package is developed for treatment recommendation & pairwise treatment individual effect estimation (ITE/CATE/HTE) when multiple trea…☆11Mar 9, 2023Updated 3 years ago
- [TMI2023] Context Label Learning: Improving Background Class Representations in Semantic Segmentation.☆18Jan 23, 2024Updated 2 years ago
- LEAP is a novel tool for discovering latent temporal causal relations.☆17Oct 18, 2021Updated 5 years ago
- ☆10Jul 13, 2018Updated 8 years ago
- ☆10Sep 19, 2023Updated 3 years ago
- Implementation codes and datasets used in ICLR'22 Spotlight paper AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning…☆42Apr 17, 2024Updated 2 years ago
- ☆31Apr 24, 2024Updated 2 years ago
- Code for the NeurIPS 2021 paper: Fairness in Ranking under Uncertainty☆10Nov 9, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for TEDVAE, a VAE-based treatment effect estimation algorithm.☆27Dec 6, 2022Updated 3 years ago
- R code for implementation of methods referred to in the manuscript entitled "Dynamic Survival Prediction Combining Landmarking with a Mac…☆11Jun 25, 2021Updated 5 years ago
- Deconfounding Reinforcement Learning in Observational Settings☆52Apr 13, 2019Updated 7 years ago
- ☆10Nov 30, 2022Updated 3 years ago
- Longitudinal Mediation with Modified Treatment Policies☆12Sep 26, 2025Updated last year
- ☆10Oct 15, 2020Updated 6 years ago
- An R package to estimate the effect of interventions on univariate time series using ARIMA models☆25May 14, 2024Updated 2 years ago
- Code for the paper "Optimal Off-Policy Evaluation from Multiple Logging Policies"☆15Jul 17, 2021Updated 5 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆17Feb 21, 2020Updated 6 years ago
- Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding☆25Dec 6, 2022Updated 3 years ago
- "Exploratory Data Analysis using Random Forests"☆18Feb 12, 2016Updated 10 years ago
- ☆11Jun 28, 2022Updated 4 years ago
- Explainable Causal Reinforcement Learning with attention☆37May 3, 2023Updated 3 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆16Jul 2, 2022Updated 4 years ago
- Parse and Manipulate Research Patient Data Registry ('RPDR') Text Queries☆11Jan 26, 2025Updated last year
- A pipeline framework for data science projects☆10Aug 9, 2022Updated 4 years ago
- Bayesian Optimization and Uncertainty Analyses Tools☆11May 1, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆17Dec 23, 2015Updated 10 years ago
- [ICLR 2024 Spotlight] Code for the paper "Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making"☆13Apr 22, 2024Updated 2 years ago
- Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.☆160Jun 22, 2024Updated 2 years ago
- Implementation of Double Machine Learning☆38Oct 19, 2026Updated 2 weeks ago
- R package cfcausal☆31Dec 6, 2022Updated 3 years ago
- A variational Bayesian method for similarity learning in non-rigid image registration (CVPR 2022)☆20Aug 8, 2026Updated 3 months ago
- References for Papers at the Intersection of Causality and Fairness☆18Dec 3, 2018Updated 7 years ago