shariqiqbal2810 / ALMAView external linksLinks
Code for "ALMA: Hierarchical Learning for Composite Multi-Agent Tasks" NeurIPS 2022
☆31Sep 25, 2022Updated 3 years ago
Alternatives and similar repositories for ALMA
Users that are interested in ALMA are comparing it to the libraries listed below
Sorting:
- Multi-Critic Policy Gradient Optimization for Quadcopter Coordination☆14Aug 10, 2021Updated 4 years ago
- [NeurIPS 2022] Code for Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments☆12Sep 28, 2022Updated 3 years ago
- ☆14Jan 29, 2023Updated 3 years ago
- The code of paper "Learning Heterogeneous Strategies via Graph-based Multi-agent Reinforcement Learning in Mixed Cooperative-Competitive …☆15Jul 17, 2021Updated 4 years ago
- ☆15Jul 14, 2023Updated 2 years ago
- Distributed deep reinforcement learning for fighting forest fires with autonomous aerial vehicles.☆15Jan 28, 2021Updated 5 years ago
- Public implementation of Heterogeneous Policy Networks (HetNet) from AAMAS'22 -- Paper Title: Learning Efficient Diverse Communication fo…☆21Apr 23, 2024Updated last year
- Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.☆71Jun 13, 2024Updated last year
- This repository is an implementation of "MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer"…☆22Jul 6, 2023Updated 2 years ago
- The implementation of ICLR 2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".☆46Oct 31, 2024Updated last year
- The official code releasement of publications in MARL field of TJU RL lab.☆87Jul 15, 2022Updated 3 years ago
- the source code of UNMAS: Multi-Agent Reinforcement Learning for Unshaped Cooperative Scenarios☆48Mar 26, 2022Updated 3 years ago
- Deep Implicit Coordination Graphs☆43May 29, 2024Updated last year
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆57May 20, 2022Updated 3 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆220Apr 17, 2024Updated last year
- ☆49Jul 23, 2021Updated 4 years ago
- ☆25Apr 16, 2024Updated last year
- Deep Reinforcement Learning (DRL) algorithms have been successfully applied to a range of challenging simulated continuous control single…☆53Mar 4, 2019Updated 6 years ago
- ☆31Jan 7, 2023Updated 3 years ago
- Google Research Football MARL Benchmark and Research Toolkit☆57May 19, 2024Updated last year
- Code and Data for the Paper "Near-Optimal Coverage Path Planning with Turn Costs" ALENEX 2024☆28Nov 4, 2024Updated last year
- code with the T-RO paper "Large-Scale Multi-Robot Coverage Path Planning on Grids with Path Deconfliction" and AAAI'24 paper "Large-Scale…☆38Dec 12, 2025Updated 2 months ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆714Oct 13, 2022Updated 3 years ago
- Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery☆111Jun 13, 2022Updated 3 years ago
- A Simple, Distributed and Asynchronous Multi-Agent Reinforcement Learning Framework for Google Research Football AI.☆114Jan 16, 2024Updated 2 years ago
- Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)☆168Dec 8, 2022Updated 3 years ago
- ☆30Dec 22, 2022Updated 3 years ago
- (NeurIPS 2021) Neural Auto-Curricula in Two-Player Zero-Sum Games.☆28Nov 19, 2021Updated 4 years ago
- Maximum Entropy Population Based Training for Zero-Shot Human-AI Coordination☆26Nov 29, 2022Updated 3 years ago
- Code for "Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning" ICML 2021☆67May 22, 2021Updated 4 years ago
- Multi-Agent Reinforcement Learning (MARL) papers☆287Sep 19, 2022Updated 3 years ago
- Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research☆37Apr 11, 2024Updated last year
- Codes of GoMARL accompanying the paper "Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning"(NeurIPS 2023). G…☆32Aug 14, 2024Updated last year
- User allocation in Mobile Edge Computing Environment using Reinforcement Learning☆33Sep 16, 2022Updated 3 years ago
- Graph Reinforcement Learning approach for Multi-Robot Task Allocation.☆38Jun 13, 2023Updated 2 years ago
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆708May 18, 2024Updated last year
- 基于STM-32的智能循迹避障小车☆11Jul 4, 2018Updated 7 years ago
- [SIGKDD' 24] PyTorch implementation of Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks☆13Jul 28, 2024Updated last year
- Multi-agent reinforcement learning methods to solve the multi-ship dynamic weapon-target assignment problem☆13Jul 25, 2024Updated last year