Here is a list of papers related to causal reinforcement learning, and I hope you can submit relevant missing papers in the issue.
☆19Jan 23, 2024Updated 2 years ago
Alternatives and similar repositories for awesome-Causal-RL-papers
Users that are interested in awesome-Causal-RL-papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An awesome list of Causality and Machine Learning related papers, books and other resources.☆12Nov 13, 2023Updated 2 years ago
- 关于causal discovery, invariant learning, machine learning等方向的论文阅读笔记和slides总结☆37Jun 10, 2025Updated last year
- ☆49Oct 22, 2024Updated last year
- Code for the causal benchmark library☆13Mar 11, 2025Updated last year
- CausalDisco contains baseline algorithms and analytics tools for Causal Discovery. The package can be installed by running `pip install C…☆19Jun 16, 2026Updated 4 months 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.
- We organize papers related to causal that published on top conferences recently. (因果领域论文分类汇总)☆103Mar 29, 2023Updated 3 years ago
- Stable Differentiable Causal Discovery (SDCD)☆27Jun 17, 2024Updated 2 years ago
- ☆26Feb 16, 2022Updated 4 years ago
- Source code for the paper "Causal Modeling of Twitter Activity during COVID-19". Computation, 2020.☆11Jun 12, 2023Updated 3 years ago
- Code for ICML 2021 paper "Regularizing towards Causal Invariance: Linear Models with Proxies" (ICML 2021)☆11Mar 14, 2022Updated 4 years ago
- 2027届秋招信息聚合（每日更新）☆87Updated this week
- A causal reasoning world model for embodied intelligence, predicting future video through explicit chain-of-thought over motion and geome…☆55Sep 22, 2026Updated 3 weeks ago
- Adaptive Machine Learning-Based Stock Prediction using Financial Time Series Technical Indicators☆10Dec 21, 2019Updated 6 years ago
- Software used for papers published by CAUSALab members☆12Oct 23, 2025Updated 11 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- LEAP is a novel tool for discovering latent temporal causal relations.☆17Oct 18, 2021Updated 5 years ago
- A curated list of causal reinforcement learning resources.☆112Dec 16, 2023Updated 2 years ago
- ☆48Sep 13, 2021Updated 5 years ago
- Code for paper, named "Hierarchical Task Network-Enhanced Multi-Agent Reinforcement Learning: Toward Efficient Cooperative Strategies".☆11Jun 24, 2024Updated 2 years ago
- A Causal AI package for causal graphs.☆61Aug 3, 2026Updated 2 months ago
- ☆14Mar 9, 2020Updated 6 years ago
- This packages provides a simple python implementation of Invariant Causal Prediction (ICP)☆14Aug 27, 2026Updated last month
- Causal-inference oriented doctoral econometrics course at UO☆14Jun 6, 2024Updated 2 years ago
- Causal Inference for Time Series Data (with CausalML Demo)☆14Jun 11, 2023Updated 3 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.
- European Summer School on AI Course "Machines Climbing Pearl's Ladder of Causation"☆13Feb 20, 2024Updated 2 years ago
- Code for ICLR 2022 Paper (HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning)☆12Nov 28, 2023Updated 2 years ago
- Code for the paper: Causal Action Influence Aware Counterfactual Data Augmentation @ICML2024☆14Jul 19, 2024Updated 2 years ago
- ☆12Jun 23, 2016Updated 10 years ago
- [NeurIPS 2026] "CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenarios"☆37Sep 29, 2026Updated 2 weeks ago
- ☆12Oct 9, 2022Updated 4 years ago
- ☆12Apr 17, 2024Updated 2 years ago
- All code to download datasets for the three classification case studies, compute SPIs, fit SVMs, and visualise results for pyspi publicat…☆12Aug 14, 2023Updated 3 years ago
- Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"☆13Oct 23, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- HST.953 Workshop: Using MIMIC/eICU I/O and Medication Data☆14Oct 12, 2018Updated 8 years ago
- This is the official code for our paper entitled "Dynamic Deep Factor Graph for Multi-Agent Reinforcement Learning".☆10Jul 26, 2026Updated 2 months ago
- Implementation of Johansson, Fredrik D., Shalit, Uri, and Sontag, David. Learning representations for counterfactual inference - ICML, 20…☆12Sep 30, 2020Updated 6 years ago
- [ICLR 2025] Highly Efficient Self-Adaptive Reward Shaping for Reinforcement Learning (SASR)☆12Aug 26, 2025Updated last year
- Neuropathic Pain Diagnosis Simulator☆14Jul 6, 2023Updated 3 years ago
- [ICLR 2024] Federated Causal Discovery from Heterogeneous Data☆13Feb 20, 2024Updated 2 years ago
- ☆17Feb 1, 2024Updated 2 years ago