Safe-RL-Team / viper-verifiable-rl-implLinks
Implementation of the VIPER algorithm introduced in "Verifiable Reinforcement Learning via Policy Extraction" by Bastani et al.
☆14Updated last year
Alternatives and similar repositories for viper-verifiable-rl-impl
Users that are interested in viper-verifiable-rl-impl are comparing it to the libraries listed below
Sorting:
- Public code for implementation and experiments with differentiable decision trees.☆28Updated 7 months ago
- Constrained Policy Optimization implementation on Safety Gym☆27Updated 3 years ago
- Solving POMDP using Recurrent networks☆87Updated 4 years ago
- Level-based Foraging (LBF): A multi-agent environment for RL☆181Updated 8 months ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆205Updated 8 months ago
- PyTorch implementation of Constrained Policy Optimization☆54Updated 3 years ago
- Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)☆77Updated 2 years ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆319Updated 9 months ago
- Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework☆65Updated 4 years ago
- PyTorch implementation of Foerster, Jakob N., et al. "Counterfactual multi-agent policy gradients."☆58Updated 5 years ago
- Implementation of PPO Lagrangian in PyTorch☆46Updated 2 years ago
- A collection of offline reinforcement learning algorithms.☆185Updated 6 months ago
- Code for the NeurIPS 2023 Paper: Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Sta…☆24Updated last year
- Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery☆103Updated 2 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆174Updated last year
- Open-source code for paper CDT: Cascading Decision Trees for Explainable Reinforcement Learning☆38Updated 2 years ago
- Experiments with reinforcement learning and recurrent neural networks☆114Updated last year
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆137Updated last year
- [NeurIPS 2020, Spotlight] Code for "Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations"☆130Updated 3 years ago
- Code for Dynamic Weights in Multi-Objective Deep Reinforcement Learning☆94Updated 2 years ago
- 🚀 A fast safe reinforcement learning library in PyTorch☆194Updated 8 months ago
- A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges☆239Updated 3 months ago
- Distributional Soft Actor Critic☆53Updated 5 years ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆338Updated last year
- Baseline implementation of recurrent PPO using truncated BPTT☆146Updated last year
- Deep Transformer Q-Networks for Partially Observable Reinforcement Learning☆162Updated 11 months ago
- PyTorch implementation of GAIL and AIRL based on PPO.☆224Updated 4 years ago
- ☆74Updated last year
- Deep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some e…☆52Updated 4 years ago
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆180Updated 11 months ago