Tviskaron / pogema-baselinesLinks
PPO and PyMARL baseline for Pogema environment
☆22Updated last year
Alternatives and similar repositories for pogema-baselines
Users that are interested in pogema-baselines are comparing it to the libraries listed below
Sorting:
- [AAAI-2024] MATS-LP addresses the challenging problem of decentralized lifelong multi-agent pathfinding. The proposed approach utilizes a…☆27Updated 4 months ago
- "When to Switch" Implementation: Addressing the PO-MAPF challenge with RePlan & EPOM policies. This repo includes search-based re-plannin…☆40Updated last year
- Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment☆72Updated last year
- [AAAI-2024] Follower: This study addresses the challenging problem of decentralized lifelong multi-agent pathfinding. The proposed Follow…☆51Updated 4 months ago
- Distributed Heuristic Multi-Agent Path Finding with Communication - ICRA 2021☆72Updated 4 years ago
- Public version of the decentralized, attention-based mTSP code☆37Updated 4 years ago
- [IROS 2024] EPH: Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding☆54Updated last year
- offical code of paper 'SCRIMP: Scalable Communication for Reinforcement- and Imitation-Learning-Based Multi-Agent Pathfinding'☆56Updated 2 years ago
- A multi-agent reinforcement learning solution to Flatland3 challenge.☆17Updated last year
- An algorithm for exploiting Reinforcement Learning (RL) on Multi-agent Path Finding tasks.☆60Updated 3 years ago
- Code for implementing/applying ODM*, PPO, MAAC, IC3Net and PRIMAL (PPO version) on a Multi-Agent gridworld environment.☆37Updated 4 years ago
- A Reinforcement Learning Approach for Optimizing Multiple Traveling Salesman Problems over Graphs☆39Updated 5 years ago
- Official codebase for paper "Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning" (ICML22)☆23Updated 3 years ago
- POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specifically desig…☆44Updated 5 months ago
- Learning Selective Communication for Multi-Agent Path Finding☆29Updated 3 years ago
- ☆44Updated 11 months ago
- ☆49Updated 4 years ago
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆133Updated 5 months ago
- Level-Based Foraging (LBF): A multi-agent reinforcement learning environment☆53Updated last year
- The code for AAMAS2022 《GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning》☆43Updated 3 years ago
- ☆40Updated 3 years ago
- ☆15Updated 3 years ago
- ☆42Updated 4 years ago
- Heuristic Search vs. Learning. "Distributed Heuristic Multi-Agent Path Finding with Communication" reproduced, trained & benchmarked with…☆27Updated 2 years ago
- [ICLR-2025] POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specif…☆251Updated 3 weeks ago
- Code for "ALMA: Hierarchical Learning for Composite Multi-Agent Tasks" NeurIPS 2022☆30Updated 3 years ago
- Code repository for "N-agent Ad Hoc Teamwork" paper (Wang et al., Neurips 2024).☆22Updated 2 months ago
- ☆12Updated last year
- Official Repository for "Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing" (ICML2021)☆22Updated 4 years ago
- ☆17Updated 2 years ago