Jax and Torch Multi-Agent SAC on PettingZoo API
☆100Nov 23, 2024Updated last year
Alternatives and similar repositories for MASAC
Users that are interested in MASAC are comparing it to the libraries listed below
Sorting:
- Multi Agent adaptation of Soft Actor Critic Reinforcement Learning Algorithm☆22Dec 24, 2018Updated 7 years ago
- Implementation for mSAC methods in PyTorch☆41Oct 10, 2021Updated 4 years ago
- A Pytorch Implementation of Multi Agent Soft Actor Critic☆43Jan 29, 2019Updated 7 years ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆715Oct 13, 2022Updated 3 years ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆169Oct 24, 2023Updated 2 years ago
- JAX and PZ RL envs + algorithms for swarms of CrazyFlies☆91Aug 28, 2024Updated last year
- implementation of MADDPG using PettingZoo and PyTorch☆165Nov 1, 2023Updated 2 years ago
- Implementation of centralized training, centralized execution of Soft Actor-Critic (SAC) on a Tennis multiagent Unity environment.☆41Mar 31, 2021Updated 4 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆221Apr 17, 2024Updated last year
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆675Jul 16, 2022Updated 3 years ago
- Multi Agent SAC and DDPG applied to path finding in a 3-dimensional grid☆15Aug 8, 2021Updated 4 years ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆526Jul 21, 2023Updated 2 years ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆57May 20, 2022Updated 3 years ago
- ☆20Aug 15, 2023Updated 2 years ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆813Oct 23, 2025Updated 4 months ago
- ☆24Feb 22, 2023Updated 3 years ago
- PyTorch implementation of the discrete Soft-Actor-Critic algorithm.☆55Oct 1, 2021Updated 4 years ago
- XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library☆1,037Updated this week
- Minimum Energy Resource Allocation Strategy with partial offloading☆10Jan 17, 2022Updated 4 years ago
- ☆10Apr 7, 2021Updated 4 years ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆27Feb 3, 2022Updated 4 years ago
- Code for the NeurIPS 2023 Paper: Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Sta…☆30Oct 29, 2023Updated 2 years ago
- Agents code for Multi-Agent Connected Autonomous Driving (MACAD) described in the paper presented in the Machine Learning for Autonomous …☆24Mar 6, 2021Updated 4 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆785May 29, 2022Updated 3 years ago
- Python implement of paper "PD-FAC: Probability Density Factorized Multi-Agent Distributional Reinforcement Learning for Multi-Robot Relia…☆11Mar 5, 2022Updated 3 years ago
- ☆11Dec 5, 2020Updated 5 years ago
- ☆14Jan 29, 2023Updated 3 years ago
- ☆11Mar 25, 2025Updated 11 months ago
- PyTorch implementation of MATD3☆13Apr 3, 2020Updated 5 years ago
- 新增一个CBF层,并将其结合进actor网络中,得到safe RL框架。后续验证中发现这种做法并没有实质性的用处,所以不再继续这个项目☆11Mar 14, 2023Updated 2 years ago
- We optimize SIEP algorithm in multiple intelligent agents scenario and comparatively research A*, DFS, BFS, Dijkstra, PFP and PRM.☆15Jul 31, 2024Updated last year
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,269Nov 28, 2024Updated last year
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆692Sep 24, 2024Updated last year
- PyTorch implementations of MADDPG, MAPPO (coming)☆191Mar 6, 2024Updated last year
- NeurIPS2022: Constrained Update Projection Approach to Safe Policy Optimization☆13Apr 10, 2023Updated 2 years ago
- A flexible Multi-Agent Reinforcement Learning (MARL) environment for Collective Robotic Construction (CRC) systems☆13Mar 22, 2023Updated 2 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆157Apr 19, 2024Updated last year
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆65Jan 2, 2023Updated 3 years ago
- Multi-Agent Reinforcement Learning (MARL) papers with code☆416Sep 15, 2022Updated 3 years ago