benchmarl.algorithms

Here you can find the algorithm table.

Common

Algorithm	Abstract class for an algorithm.
AlgorithmConfig	Dataclass representing an algorithm configuration.

Algorithms

Iddpg	Same as Maddpg (from https://arxiv.org/abs/1706.02275) but with decentralized critics.
IddpgConfig	Configuration dataclass for Iddpg.
Ippo	Independent PPO (from https://arxiv.org/abs/2011.09533).
IppoConfig	Configuration dataclass for Ippo.
Iql	Independent Q Learning (from https://www.semanticscholar.org/paper/Multi-Agent-Reinforcement-Learning%3A-Independent-Tan/59de874c1e547399b695337bcff23070664fa66e).
IqlConfig	Configuration dataclass for Iql.
Isac	Independent Soft Actor Critic.
IsacConfig	Configuration dataclass for Isac.
Maddpg	Multi Agent DDPG (from https://arxiv.org/abs/1706.02275).
MaddpgConfig	Configuration dataclass for Maddpg.
Mappo	Multi Agent PPO (from https://arxiv.org/abs/2103.01955).
MappoConfig	Configuration dataclass for Mappo.
Masac	Multi Agent Soft Actor Critic.
MasacConfig	Configuration dataclass for Masac.
Qmix	QMIX (from https://arxiv.org/abs/1803.11485).
QmixConfig	Configuration dataclass for Qmix.
Vdn	Vdn (from https://arxiv.org/abs/1706.05296).
VdnConfig	Configuration dataclass for Vdn.