PPO and PyMARL baseline for Pogema environment
☆24Sep 18, 2024Updated last year
Alternatives and similar repositories for pogema-baselines
Users that are interested in pogema-baselines are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI-2024] MATS-LP addresses the challenging problem of decentralized lifelong multi-agent pathfinding. The proposed approach utilizes a…☆31Jul 28, 2025Updated last year
- "When to Switch" Implementation: Addressing the PO-MAPF challenge with RePlan & EPOM policies. This repo includes search-based re-plannin…☆43Aug 26, 2024Updated last year
- Learnable MAPF. “Distributed Heuristic Multi-Agent Path Finding with Communication” (DHC) algorithm from ICRA 2021 is implemented and ben…☆24Nov 9, 2023Updated 2 years ago
- [IROS 2024] EPH: Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding☆60Oct 8, 2024Updated last year
- ☆18Aug 14, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A multi-agent reinforcement learning solution to Flatland3 challenge.☆18Feb 16, 2024Updated 2 years ago
- [AAAI-2024] Follower: This study addresses the challenging problem of decentralized lifelong multi-agent pathfinding. The proposed Follow…☆67Jul 28, 2025Updated last year
- ☆54Dec 18, 2024Updated last year
- Training code PRIMAL2 - Public Repo☆198May 24, 2024Updated 2 years ago
- Reinforcement Learning for Multi-Agent Path Finding☆43Apr 12, 2025Updated last year
- MERA Code — the first comprehensive open benchmark for evaluating large language models (LLMs) in applied programming tasks in Russian.☆15Mar 2, 2026Updated 5 months ago
- offical code of paper 'SCRIMP: Scalable Communication for Reinforcement- and Imitation-Learning-Based Multi-Agent Pathfinding'☆62Sep 12, 2023Updated 2 years ago
- Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning☆28Sep 13, 2023Updated 2 years ago
- An algorithm for exploiting Reinforcement Learning (RL) on Multi-agent Path Finding tasks.☆65Feb 9, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Learning Selective Communication for Multi-Agent Path Finding☆31Dec 27, 2021Updated 4 years ago
- PRIMAL: Pathfinding via Reinforcement and Imitation Multi-Agent Learning -- Distributed RL/IL code for Multi-Agent Path Finding (MAPF)☆443Apr 9, 2024Updated 2 years ago
- Level-Based Foraging (LBF): A multi-agent reinforcement learning environment☆60Sep 15, 2024Updated last year
- ☆24Oct 28, 2025Updated 9 months ago
- Distributed (and single-agent) reinforcement learning code for simulated multi-robot distributed assembly.☆26May 12, 2018Updated 8 years ago
- Priority Inheritance with Backtracking for Iterative Multi-agent Path Finding (AIJ-22)☆114Apr 14, 2025Updated last year
- BCP-MAPF – branch-and-cut-and-price for multi-agent path finding☆99Jul 28, 2025Updated last year
- Offical code for Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning☆32Sep 1, 2024Updated last year
- Maps, instances, and results. The source codes will also be avaiable in the future after code revision.☆10Jul 9, 2025Updated last year
- 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.
- ☆10Aug 18, 2022Updated 3 years ago
- [AutoML'22] Bayesian Generational Population-based Training (BG-PBT)☆31Sep 16, 2022Updated 3 years ago
- Release of algorithms of TMC (10.1109/TMC.2020.2994529) and ICDSC (10.1109/ICDCS.2019.00209)☆14Sep 2, 2020Updated 5 years ago
- Python package implementing task generators, traditional and ML-based scheduling algorithms, and assessment tools.☆12Sep 1, 2022Updated 3 years ago
- Implementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning☆36Feb 13, 2021Updated 5 years ago
- Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment☆74Sep 15, 2024Updated last year
- Benchmark for Multi Robot Planning☆20Feb 22, 2023Updated 3 years ago
- A simulation framework for Robotic Mobile Fulfillment Systems☆259Jan 21, 2025Updated last year
- ☆51Apr 24, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code for "On the Robustness of Safe Reinforcement Learning under Observational Perturbations" (ICLR 2023)☆46Dec 10, 2024Updated last year
- Official Repository for "Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing" (ICML2021)☆10Oct 26, 2021Updated 4 years ago
- Surface segregation using Deep Reinforcement Learning☆13Aug 30, 2021Updated 4 years ago
- ☆19Jun 15, 2023Updated 3 years ago
- [AAMAS 2024] HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfinding☆14Mar 12, 2024Updated 2 years ago
- Iterative Refinement for Real-Time Multi-Robot Path Planning (IROS-21)☆145Apr 14, 2025Updated last year
- Solving the Multi-Objective Vehicle Routing Problem with the time window constraint through Genetic Algorithms☆15Jan 6, 2022Updated 4 years ago