Logically-Constrained Reinforcement Learning
☆57Jul 5, 2024Updated 2 years ago
Alternatives and similar repositories for lcrl
Users that are interested in lcrl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Reinforcement Learning with LTL goals.☆10May 19, 2020Updated 6 years ago
- DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning☆24Apr 17, 2021Updated 5 years ago
- Implementation and evaluation of Almanac (Automaton/Logic Multi-Agent Natural Actor-Critic), an algorithm for multi-agent reinforcement l…☆10May 5, 2022Updated 4 years ago
- This is the code repository accompanying the ICML 2021 paper LTL2Action: Generalizing LTL Instructions for Multi-Task RL (https://arxiv.o…☆38Oct 23, 2025Updated 10 months ago
- Safe exploration in Markov Decision Processes☆37Nov 14, 2017Updated 8 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Safe Reinforcement Learning in Constrained Markov Decision Processes☆62Jul 21, 2020Updated 6 years ago
- The Verifiably Safe Reinforcement Learning Framework☆57Jul 22, 2021Updated 5 years ago
- ☆49Dec 8, 2022Updated 3 years ago
- A tool for modifying reinforcement learning environments to incorporate Signal Temporal Logic (STL) specifications in the reward function…☆12Jan 16, 2023Updated 3 years ago
- A simple option critic framework using Q-Learning☆14Feb 7, 2022Updated 4 years ago
- ☆18Jul 20, 2023Updated 3 years ago
- Learning Concise Models from Long Execution Traces☆13Aug 10, 2022Updated 4 years ago
- ☆13Feb 5, 2025Updated last year
- Python package for Dec-POMDP files in the .dpomdp format☆11Oct 28, 2022Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A python library for control from Signal Temporal Logic (STL) specifications☆59Jun 13, 2025Updated last year
- [NeurIPS 2021] World modelling and action learning using a contrastive formulation of the active inference framework, for reaching visual…☆15Jan 22, 2024Updated 2 years ago
- ☆77Feb 16, 2024Updated 2 years ago
- [ICML2025] Official codebase for "TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching"☆26Jul 14, 2025Updated last year
- Official implementation of Teaching Temporal Logics to Neural Networks (https://arxiv.org/abs/2003.04218)☆33Feb 10, 2022Updated 4 years ago
- Code for the paper: Hierarchical Reinforcement Learning With Timed Subgoals, published at NeurIPS 2021☆38Jul 6, 2022Updated 4 years ago
- Control Synthesis from Formal Specifications using Reinforcement Learning☆24Aug 15, 2025Updated last year
- Thrid-party safety-gym safe exploration environments for autonomous driving. Also environment used for IROS 2021 paper: Model-based Const…☆37Aug 19, 2021Updated 5 years ago
- ⚡️ Shockingly fast imitation learning algorithms via combining online and offline data engines. ⚡️☆14Sep 1, 2025Updated last year
- 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.
- ☆25Aug 1, 2022Updated 4 years ago
- A formally verified symbolic cryptography library for Lean☆18Feb 18, 2026Updated 6 months ago
- A list of safe reinforcement learning papers☆21Jan 9, 2020Updated 6 years ago
- A multi-access (edge) fog computing mobile crowd-sensing simulator. Given a place as input, the current version creates a user movements …☆11Sep 18, 2025Updated 11 months ago
- my code for paper Parameterized-DQN☆25Mar 5, 2021Updated 5 years ago
- ☆19Dec 18, 2019Updated 6 years ago
- Reinforcement Learning framework for Temporal Goals☆11Mar 6, 2023Updated 3 years ago
- Lexicographic Multi-Objective Reinforcement Learning☆16May 15, 2023Updated 3 years ago
- ☆11Oct 26, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This tool enriches ltl2ba, which transofrms LTL formulas into Buchi Automatons, with graph generation capabilities.☆26Jun 11, 2026Updated 2 months ago
- A PyTorch Implementation of PlaNet: A Deep Planning Network for Reinforcement Learning☆13Aug 31, 2020Updated 6 years ago
- Deep Q learning algorithm written on PyTorch for solving 2D robot arm reacher☆12Feb 19, 2020Updated 6 years ago
- Safety Verification and Robustness Analysis of Neural Networks via Quadratic Constraints and Semidefinite Programming.☆14Jun 28, 2021Updated 5 years ago
- Implementation of Hierarchical Deep Q-Learning (Kulkarni et al., 2016)☆37May 18, 2019Updated 7 years ago
- Some codes used for the numerical examples proposed in https://arxiv.org/abs/1812.05916☆14Sep 6, 2019Updated 7 years ago
- Autonomous Navigation of MAVs using Reinforcement Learning algorithms☆11Jul 19, 2020Updated 6 years ago