A python library for eXplainable Reinforcement Learning (XRL) based on the concept of interestingness elements.
☆22May 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:
- ☆12Mar 26, 2021Updated 5 years ago
- ☆20Feb 15, 2023Updated 3 years ago
- Code for the paper "Symmetric Machine Theory of Mind", presented at ICML 2022.☆12Jul 18, 2022Updated 3 years ago
- The most comprehensive XRL paper list: 277 papers (2016–2026) on interpretable and explainable RL. Surveys, saliency, counterfactuals, po…☆64Apr 4, 2026Updated 3 months ago
- Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework☆46Jan 12, 2023Updated 3 years ago
- 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.
- A PyTorch implementation of SSINet.☆16Nov 10, 2020Updated 5 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 6 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆16Jul 2, 2022Updated 4 years ago
- Official Github Repository for "Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees". (NeurIPS 2024)☆11Nov 30, 2025Updated 7 months ago
- ☆28Dec 29, 2020Updated 5 years ago
- The official code release for "Langevin Soft Actor-Critic: Efficient Exploration through Uncertainty-Driven Critic Learning", ICLR 2025☆22May 28, 2025Updated last year
- ☆34Jan 3, 2023Updated 3 years ago
- This Repo is for implementation of 3D unet in Tensorflow 2.0v☆34Apr 24, 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Contains JAX implementation of algorithms for inverse reinforcement learning☆80Aug 18, 2024Updated last year
- Build a very simple intersection assistant driving system simulation based on SUMO and TraCI4Matlab☆10Feb 24, 2019Updated 7 years ago
- "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
- Code implementation of: "Graying the black box: Understanding DQNs"☆20Feb 23, 2017Updated 9 years ago
- Code for COLING 2022 long paper: MetaPrompting: Learning to Learn Better Prompts☆23Jan 8, 2023Updated 3 years ago
- Website for the ECC 2022 paper titled "Learning Eco-Driving Strategies at Signalized Intersections"☆13May 30, 2023Updated 3 years ago
- Code for paper "Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning".☆14May 23, 2021Updated 5 years ago
- Tensorflow 2.1 implementation of LRP for LSTMs☆41Jan 9, 2023Updated 3 years ago
- Code for the paper "Functional Regularization for Reinforcement Learning via Learned Fourier Features"☆20Oct 2, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- add this later☆10May 22, 2021Updated 5 years ago
- A PyTorch implementation for the paper 'Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observatio…☆14Sep 22, 2021Updated 4 years ago
- The Implementation of "Machine Theory of Mind", ICML 2018☆28Mar 14, 2022Updated 4 years ago
- Collection of materials and code samples on reinforcement learning / optimal control and game theory☆26Apr 5, 2026Updated 3 months ago
- This repo is for paper Deep Bayesian Unsupervised Lifelong Learning☆10May 19, 2021Updated 5 years ago
- This repository contains the vehicle simulator that I have made and used in many of my publications. For more details about the model, pl…☆11Apr 24, 2025Updated last year
- Robust Multi-Agent Reinforcement Learning with State Uncertainty☆12May 30, 2023Updated 3 years ago
- Inverse Reinforcement Learning for Robot Hand Manipulation Task☆21Apr 16, 2025Updated last year
- PyTorch implementation of DreamerV3 from "Mastering Diverse Domains with World Models"☆19Aug 8, 2025Updated 11 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Open source code for paper "Learning World Models with Identifiable Factorization"☆13Mar 4, 2024Updated 2 years ago
- 深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系sc…☆12Jul 5, 2019Updated 7 years ago
- A Python package to simulate, solve and visualize the source-tracking POMDP☆20Jan 10, 2025Updated last year
- Pointer Networks Implementation in Keras☆11Aug 17, 2017Updated 8 years ago
- General-purpose library for extracting interpretable models from Multi-Agent Reinforcement Learning systems☆22May 10, 2020Updated 6 years ago
- A toolbox for fair and explainable machine learning☆57Jun 17, 2024Updated 2 years ago
- Syntax highlighting file for vim or neovim for Arma's SQF script syntax☆10Oct 10, 2021Updated 4 years ago