robinhenry / gym-anm-expLinks
Run MPC-based policies and train RL agents in gym-anm environments using implementations from Stable Baselines 3.
☆12Updated 2 years ago
Alternatives and similar repositories for gym-anm-exp
Users that are interested in gym-anm-exp are comparing it to the libraries listed below
Sorting:
- Official implementation for the NeurIPS 2023 paper: "Reduced Policy Optimization for Continuous Control with Hard Constraints"☆41Updated last year
- Physics-informed Dyna-style model-based deep reinforcement learning for dynamic control☆56Updated 3 years ago
- Reinforcement Learning Environments for Sustainable Energy Systems☆54Updated last month
- Code for "On the Robustness of Safe Reinforcement Learning under Observational Perturbations" (ICLR 2023)☆46Updated 9 months ago
- Code for paper Feasible Actor-Critic: Constrained Reinforcement Learning for Ensuring Statewise Safety.☆20Updated 3 years ago
- This repository has code for the paper "Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algor…☆28Updated 2 years ago
- CityLearn Challenge Multi-Agent Reinforcement Learning for Intelligent Energy Management, 2020, PikaPika team☆26Updated 3 years ago
- Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics.☆22Updated 2 years ago
- Transformer-based Multi-Agent Actor-Critic Framework☆46Updated 3 years ago
- Model-based Reinforcement Learning for Building HVAC Control☆40Updated 2 years ago
- This repository is a tool for visualizing an agent RL process from a grid2op format. It was made though a partnership between RTE and Art…☆51Updated last year
- Code for the paper "WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning"☆61Updated 2 years ago
- ☆25Updated last year
- The repository is for Reinforcement-Learning Uncertainty research, in which we investigate various uncertain factors in RL.☆21Updated 2 years ago
- Pytorch implementation of "Safe Exploration in Continuous Action Spaces" [Dalal et al.]☆73Updated 6 years ago
- Lexicographic Multi-Objective Reinforcement Learning☆14Updated 2 years ago
- Realistic RL environments for vehicle fleets☆35Updated 3 weeks ago
- (ICML 2024) The official code for EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search☆32Updated last year
- Paper list for constrained policy optimization in reinforcement learning.☆73Updated last year
- ☆93Updated 2 months ago
- Code for Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations☆18Updated 3 years ago
- PowerGridworld provides users with a lightweight, modular, and customizable framework for creating power-systems-focused, multi-agent Gym…☆146Updated last month
- Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms☆46Updated last year
- Implementation of Robust Reinforcement Learning using Offline Data [NeurIPS'22]☆23Updated 10 months ago
- Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)☆80Updated 2 years ago
- A framework to design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution ne…☆163Updated 10 months ago
- code implementation for 'Bi-level Actor-Critic for Multi-agent Coordination'(AAAI2020)☆60Updated 5 years ago
- The official implementation of "Winning the L2RPN Challenge: Semi-Markov Afterstate Actor-Critic", ICLR 2021☆29Updated 3 years ago
- Implementation of PPO Lagrangian in PyTorch☆50Updated 3 years ago
- 🚀 A fast safe reinforcement learning library in PyTorch☆216Updated last year