Cognitive-AI-Systems / pogema-toolboxLinks
☆17Updated 3 weeks ago
Alternatives and similar repositories for pogema-toolbox
Users that are interested in pogema-toolbox are comparing it to the libraries listed below
Sorting:
- [AAAI-2024] Follower: This study addresses the challenging problem of decentralized lifelong multi-agent pathfinding. The proposed Follow…☆42Updated last week
- POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specifically desig…☆44Updated last month
- This is an umbrella repository that contains links and information about all the tools and algorithms related to the POGEMA Benchmark.☆26Updated last month
- [ICLR-2025] POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specif…☆235Updated 2 weeks ago
- [AAAI-2025] This repository contains MAPF-GPT, a deep learning-based model for solving MAPF problems. Trained with imitation learning on …☆72Updated last week
- ☆16Updated 11 months ago
- ☆16Updated 11 months ago
- This repository contains the code for Diversity Control (DiCo), a novel method to constrain behavioral diversity in multi-agent reinforce…☆25Updated 7 months ago
- ☆12Updated last year
- [AAAI-2024] MATS-LP addresses the challenging problem of decentralized lifelong multi-agent pathfinding. The proposed approach utilizes a…☆25Updated last week
- The Hierarchical Intrinsically Motivated Agent (HIMA) is an algorithm that is intended to exhibit an adaptive goal-directed behavior usin…☆38Updated 5 months ago
- Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)☆74Updated 2 years ago
- Source code for Pathfinding in Stochastic Environments paper.☆14Updated 2 years ago
- JAX-based implementation for multi-agent path planning (MAPP) in continuous spaces.☆53Updated 2 years ago
- Bayesian active RL (BARL) and trajectory information planning (TIP)☆25Updated 2 years ago
- Author's implementation of ReBRAC, a minimalist improvement upon TD3+BC☆55Updated 2 years ago
- PPO and PyMARL baseline for Pogema environment☆22Updated 10 months ago
- Modular and Hierachical RL baseline solution for the IGLU RL track @ NeurIPS 2022☆20Updated 2 years ago
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆42Updated 11 months ago
- Modular Single-file Reinfocement Learning Algorithms Library☆38Updated 2 years ago
- Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch☆52Updated 2 years ago
- ☆22Updated last year
- OpenAi's gym environment wrapper to vectorize them with Ray☆23Updated 2 years ago
- Heterogeneous Multi-Robot Reinforcement Learning☆51Updated 10 months ago
- Scalable Opponent Shaping Experiments in JAX☆24Updated last year
- Public version of the decentralized, attention-based mTSP code☆36Updated 3 years ago
- Pointax: PointMaze Environment for JAX☆23Updated last month
- python implementation of "Multi-Goal Multi-Agent Pickup and Delivery"☆12Updated 2 years ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆63Updated last year
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆53Updated 2 years ago