A set of algorithms and environments to train SafeRL agents, written in TensorFlow2 and OpenAI Gym.
☆12Jul 26, 2022Updated 3 years ago
Alternatives and similar repositories for SafeRL
Users that are interested in SafeRL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Neural network based controller for the redundant 7DOF robotic manipulator FRANKA☆14Nov 21, 2019Updated 6 years ago
- Implementation of PPO Lagrangian in PyTorch☆55Aug 29, 2022Updated 3 years ago
- A Framework for Safe and Accelerated Reinforcement Learning-based Radio Resource Management☆21Oct 1, 2022Updated 3 years ago
- ☆12Jun 18, 2024Updated last year
- Code containing RRM simulation using RL in a scenario with RAN slicing.☆23Sep 2, 2023Updated 2 years 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.
- Simple implementation for Constrained Policy Optimization in Pytorch☆17Aug 27, 2022Updated 3 years ago
- Constrained episodic reinforcement learning in concave-convex and knapsack settings☆11Oct 3, 2023Updated 2 years ago
- Official implementation of "Graph Meta-Reinforcement Learning for TransferableAutonomous Mobility-on-Demand"☆16Mar 3, 2022Updated 4 years ago
- ☆20Jul 21, 2025Updated 10 months ago
- A cloud-native 5G Network based on OAI platform, fully deployed on Kubernetes, enhanced with AI Unit to forecast the interactions between…☆26Dec 6, 2024Updated last year
- An open-source framework to benchmark and assess safety specifications of Reinforcement Learning problems.☆14Aug 25, 2023Updated 2 years ago
- The VeriNet toolkit for verification of neural networks☆22Jul 2, 2023Updated 2 years ago
- Embed media in a 2D scatter plot.☆16Oct 1, 2020Updated 5 years ago
- RAN场景建模☆11Dec 3, 2019Updated 6 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.
- Partially supported by the U.S. NSF under Grants CNS-1923789, CNS-1925601, CNS-2120447, and CNS-2112471, and the U.S. ONR under Grant N00…☆40Sep 20, 2024Updated last year
- Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.☆463Apr 2, 2023Updated 3 years ago
- Partially supported by the U.S. NSF under Grants CNS-1923789, CNS-1925601, CNS-2120447, and CNS-2112471, and the U.S. ONR under Grant N00…☆43Dec 11, 2025Updated 5 months ago
- ☆13May 10, 2021Updated 5 years ago
- Tools for accelerating safe exploration research.☆599Apr 2, 2023Updated 3 years ago
- Use xAI's grok-beta in the Terminal.☆13Nov 19, 2024Updated last year
- Undergraduate Thesis.☆11Apr 13, 2025Updated last year
- A curated list of awesome AI safety papers, projects and communities.☆64Feb 9, 2020Updated 6 years ago
- Code for the paper "AlwaysSafe: Reinforcement Learning Without Safety Constraint Violations During Training"☆17May 9, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆11Jul 30, 2023Updated 2 years ago
- A HOSVD implement in pytorch☆20May 8, 2019Updated 7 years ago
- PyTorch implementation of Constrained Reinforcement Learning for Soft Actor Critic Algorithm☆62Jul 11, 2022Updated 3 years ago
- O-RAN E2 termination for SCOPE framework.☆18Dec 11, 2025Updated 5 months ago
- Code for IEEE transactions on neural networks and learning system☆13Jun 18, 2021Updated 4 years ago
- eXP-RAN - an Emulator for Gaining Experience with Radio Access Networks, Edge Computing, and Slicing☆19Nov 14, 2022Updated 3 years ago
- ☆10Jul 28, 2023Updated 2 years ago
- DQN for 5G RAN Slicing☆15May 28, 2021Updated 4 years ago
- Constrained Policy Optimization implementation on Safety Gym☆30Jan 8, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- This is a repository of DQN and its variants implementation in PyTorch based on the original papar.☆13Nov 18, 2019Updated 6 years ago
- Autonomous Navigation of MAVs using Reinforcement Learning algorithms☆11Jul 19, 2020Updated 5 years ago
- ☆52Sep 28, 2025Updated 7 months ago
- Experimenting with meta-learning approaches to opponent modelling in MARL. Building upon previous public implementations of MADDPG and M3…☆14Apr 26, 2022Updated 4 years ago
- Network slicing gym environment and a model-based RL agent with kernels☆66Nov 19, 2024Updated last year
- Constrained Policy Optimization☆336Jun 7, 2017Updated 8 years ago
- Scripts for reading Raymobtime dataset☆27Jun 20, 2021Updated 4 years ago