Code for the paper "WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning"
☆68Aug 3, 2023Updated 3 years ago
Alternatives and similar repositories for WCSAC
Users that are interested in WCSAC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A PyTorch implementation of "WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning"☆44Mar 1, 2023Updated 3 years ago
- Code for the paper "AlwaysSafe: Reinforcement Learning Without Safety Constraint Violations During Training"☆17May 9, 2022Updated 4 years ago
- Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.☆463Apr 2, 2023Updated 3 years ago
- Official Github Repository for "Trust Region-Based Safe Distributional Reinforcement Learning for Multiple Constraints". (NeurIPS 2023)☆21Nov 30, 2025Updated 11 months ago
- ☆81Oct 19, 2023Updated 3 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.
- Code for L4DC 2022 paper: Joint Synthesis of Safety Certificate and Safe Control Policy Using Constrained Reinforcement Learning.☆14Jul 31, 2023Updated 3 years ago
- Code accompanying the paper "Off-Policy Primal-Dual Safe Reinforcement Learning"☆23Mar 29, 2024Updated 2 years ago
- Robust Multi-Agent Reinforcement Learning with State Uncertainty☆12May 30, 2023Updated 3 years ago
- Lyapunov Barrier Policy Optimization - Simple Pytorch implementation for Model free Safe Reinforcement Learning☆12Aug 27, 2022Updated 4 years ago
- The repository is for safe reinforcement learning baselines.☆814Mar 13, 2026Updated 7 months ago
- Apply safe RL methods from safety-starter-agents in highway-env☆14Jun 28, 2021Updated 5 years ago
- JMLR: OmniSafe is an infrastructural framework for accelerating SafeRL research.☆1,159Mar 17, 2025Updated last year
- Implementation of PPO Lagrangian in PyTorch☆56Aug 29, 2022Updated 4 years ago
- Official Github Repository for "Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees". (NeurIPS 2024)☆11Nov 30, 2025Updated 11 months 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.
- An open-source framework to benchmark and assess safety specifications of Reinforcement Learning problems.☆71Jul 7, 2023Updated 3 years ago
- 🚀 A fast safe reinforcement learning library in PyTorch☆266Sep 30, 2024Updated 2 years ago
- Code for the NeurIPS 2023 Paper: Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Sta…☆29Oct 29, 2023Updated 3 years ago
- Applying Constrained Policy Networks on Highway Environment☆47Jan 11, 2022Updated 4 years ago
- Model-Free Safe Reinforcement Learning through Neural Barrier Certificate☆49May 6, 2024Updated 2 years ago
- ☆27Oct 25, 2019Updated 7 years ago
- Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method☆65Mar 24, 2023Updated 3 years ago
- NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark☆596Jul 21, 2026Updated 3 months ago
- Tools for accelerating safe exploration research.☆603Apr 2, 2023Updated 3 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.
- This repository contains the official code for our NeurIPS 2021 publication "Robust Deep Reinforcement Learning through Adversarial Loss…☆33Jan 21, 2022Updated 4 years ago
- This repository has code for the paper "Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algor…☆32Jul 27, 2023Updated 3 years ago
- Constrained Policy Optimization☆339Jun 7, 2017Updated 9 years ago
- ☆77Jul 6, 2025Updated last year
- Adaptive Risk Tendency Implicit Quantile Network for Drone Navigation under Partial Observability.☆38Mar 29, 2022Updated 4 years ago
- [ICLR 2024] The official implementation of "Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model"☆134Feb 11, 2025Updated last year
- NeurIPS 2023: Safe Policy Optimization: A benchmark repository for safe reinforcement learning algorithms☆425Mar 20, 2024Updated 2 years ago
- ☆167May 3, 2019Updated 7 years ago
- Code for paper "Model-free Safe Control for Zero-Violation Reinforcement Learning" at Conference on Robot Learning (CoRL) 2021.☆11Nov 1, 2021Updated 5 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.
- ☆11Mar 5, 2024Updated 2 years ago
- An open-source framework to benchmark and assess safety specifications of Reinforcement Learning problems.☆14Aug 25, 2023Updated 3 years ago
- Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.0918…☆49Apr 14, 2019Updated 7 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
- Code for IEEE transactions on neural networks and learning system☆14Jun 18, 2021Updated 5 years ago
- A study code for HEVs eco-driving control☆21Jan 14, 2023Updated 3 years ago
- Robust and safe deep reinforcement learning algorithms☆17Mar 27, 2024Updated 2 years ago