Tviskaron / pogema-baselinesLinks
PPO and PyMARL baseline for Pogema environment
☆22Updated 10 months ago
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…☆24Updated 10 months ago
- Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment☆68Updated 10 months ago
- Public version of the decentralized, attention-based mTSP code☆36Updated 3 years ago
- offical code of paper 'SCRIMP: Scalable Communication for Reinforcement- and Imitation-Learning-Based Multi-Agent Pathfinding'☆54Updated last year
- Distributed Heuristic Multi-Agent Path Finding with Communication - ICRA 2021☆71Updated 3 years ago
- [AAAI-2024] Follower: This study addresses the challenging problem of decentralized lifelong multi-agent pathfinding. The proposed Follow…☆41Updated 10 months ago
- [IROS 2024] EPH: Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding☆46Updated 9 months ago
- A multi-agent reinforcement learning solution to Flatland3 challenge.☆16Updated last year
- "When to Switch" Implementation: Addressing the PO-MAPF challenge with RePlan & EPOM policies. This repo includes search-based re-plannin…☆32Updated 10 months ago
- A Reinforcement Learning Approach for Optimizing Multiple Traveling Salesman Problems over Graphs☆35Updated 4 years ago
- Fast and flexible multi-agent gridworld reinforcement learning environments.☆43Updated 3 months ago
- Level-Based Foraging (LBF): A multi-agent reinforcement learning environment☆47Updated 10 months ago
- ☆16Updated 3 years ago
- An algorithm for exploiting Reinforcement Learning (RL) on Multi-agent Path Finding tasks.☆59Updated 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
- POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specifically desig…☆44Updated last week
- ☆31Updated 6 months ago
- Code for "On the Robustness of Safe Reinforcement Learning under Observational Perturbations" (ICLR 2023)☆46Updated 7 months ago
- ☆49Updated 3 years ago
- MATE: the Multi-Agent Tracking Environment.☆45Updated 2 years ago
- Learning Selective Communication for Multi-Agent Path Finding☆28Updated 3 years ago
- ☆39Updated 3 years ago
- Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.☆64Updated last year
- Deep Learning (FS 2020)☆17Updated 2 years ago
- The code for AAMAS2022 《GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning》☆41Updated 3 years ago
- ☆44Updated 4 years ago
- A plotter for reinforcement learning (RL) using Weights & Biases☆16Updated last year
- Heterogeneous Multi-Robot Reinforcement Learning☆50Updated 10 months ago
- Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery☆103Updated 3 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆72Updated 3 years ago