A python library for eXplainable Reinforcement Learning (XRL) based on the concept of interestingness elements.
☆23May 22, 2021Updated 5 years ago
Alternatives and similar repositories for InterestingnessXRL
Users that are interested in InterestingnessXRL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ISeeU2: visually interpretable ICU mortality prediction using deep learning and free-text medical notes☆10Jun 28, 2020Updated 6 years ago
- This repository contains codes to explain One-Dimensional Convolutional Neural Networks (1D-CNN) using Layer-wise Relevance Propagation.☆13Aug 24, 2021Updated 5 years ago
- The most comprehensive XRL paper list: 277 papers (2016–2026) on interpretable and explainable RL. Surveys, saliency, counterfactuals, po…☆72Apr 4, 2026Updated 7 months ago
- ☆12Mar 26, 2021Updated 5 years ago
- A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges☆285Feb 10, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Codebase of paper "Self-Improving Safety Performance of Reinforcement Learning Based Driving with Black-Box Verification Algorithms" publ…☆12Jul 13, 2023Updated 3 years ago
- Code for the paper "Symmetric Machine Theory of Mind", presented at ICML 2022.☆12Jul 18, 2022Updated 4 years ago
- The code snippets for the SW chapter of the "Interpretable AI" book.☆19Apr 10, 2019Updated 7 years ago
- ☆21Feb 15, 2023Updated 3 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆29Jul 13, 2019Updated 7 years ago
- Code for Learning to Synthesize Programs as Interpretable and Generalizable Policies in NeurIPS 2021☆40Sep 16, 2025Updated last year
- The official Node SDK for Scale AI, the data platform for AI☆16Jan 10, 2024Updated 2 years ago
- Coursera IBM ML course projects with notebooks☆14Oct 18, 2020Updated 6 years ago
- ☆22Jul 2, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Visualizing Deep Networks by Optimizing with Integrated Gradients (I-GOS)☆35Nov 22, 2022Updated 3 years ago
- 使用LSTM及股票因子数据预测未来收益，使用LRP(layer-wise relevance propagation)增强网络可解释性☆31Sep 24, 2019Updated 7 years ago
- A PyTorch implementation of SSINet.☆16Nov 10, 2020Updated 5 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆16Jul 2, 2022Updated 4 years ago
- ☆34Jan 3, 2023Updated 3 years ago
- In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)☆40Mar 4, 2020Updated 6 years ago
- This Repo is for implementation of 3D unet in Tensorflow 2.0v☆34Apr 24, 2020Updated 6 years ago
- Code associated with our paper "Estimating Risk and Uncertainty in Reinforcement Learning"☆11Oct 3, 2023Updated 3 years ago
- Simple implementations of Cartesian Genetic Programming (CGP) and Linear Genetic Programming (LGP) in JAX☆11Oct 28, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Tutorial notebook for automotive longitudinal physics and dynamics. Includes test scenarios for various 2-dimensional terrain and throttl…☆10Oct 26, 2023Updated 3 years ago
- Official code for "One Risk to Rule Them All: A Risk-Sensitive Perspective on Model-Based Offline Reinforcement Learning", NeurIPS 2023☆11Nov 29, 2023Updated 2 years ago
- Race Car vehicle Dynamics simulation tool☆10Feb 7, 2018Updated 8 years ago
- Official Github Repository for "Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees". (NeurIPS 2024)☆11Nov 30, 2025Updated 11 months ago
- ☆11Feb 20, 2020Updated 6 years ago
- ☆11Jul 17, 2020Updated 6 years ago
- Code for the paper "Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning"☆16Jul 4, 2022Updated 4 years ago
- Build and Train Neural Networks in Emacs Lisp☆15May 22, 2024Updated 2 years ago
- Implementation Repository for Counterfactual Explanation Algorithms for Time Series☆24Oct 26, 2026Updated last week
- 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.
- "Adaptive Cruise Control for a Hybrid Vehicle with Deep Policy Gradients". Final project for ECE 517/414 Reinforcement Learning.☆13Dec 8, 2021Updated 4 years ago
- Implementation of "Active Exploration for Inverse Reinforcement Learning (AceIRL), NeurIPS 2022.☆14Oct 12, 2022Updated 4 years ago
- MineRL 2021 Intro track baselines☆13Jul 30, 2021Updated 5 years ago
- Tensorflow 2.1 implementation of LRP for LSTMs☆41Jan 9, 2023Updated 3 years ago
- The Implementation of "Machine Theory of Mind", ICML 2018☆28Mar 14, 2022Updated 4 years ago
- Adaptive Signal Traffic Control with Reinforcement Learning: Towards State-of-the-art and Beyond☆10Jul 22, 2020Updated 6 years ago
- A Keras deep learning image classifiers on Django server with REST API ｜ Django 图片识别平台☆38Dec 6, 2019Updated 6 years ago