Multi-Agent Reinforcement Learning

• IQL : Independent Q-Learning (IQL).

• VDN : Value Decomposition Networks (VDN).

• QMIX : Q-Mixing Networks (QMIX).

• WQMIX : Weighted Q-Mixing Networks (WQMIX).

• QTRAN : Q-Transformation (QTRAN).

• DCG : Deep Coordination Graphs (DCG).

• IDDPG : Independent Deep Deterministic Policy Gradient (IDDPG).

• MADDPG : Multi-agent Deep Deterministic Policy Gradient (MADDPG).

• IAC : Independent Actor-Critic (IAC).

• COMA : Counterfactual Multi-agent Policy Gradient (COMA).

• VDAC : Value-Decomposition Actor-Critic (VDAC).

• IPPO : Independent Proximal Policy Optimization (IPPO).

• MAPPO : Multi-agent Proximal Policy Optimization (MAPPO).

• MFQ : Mean-Field Q-Learning (MFQ).

• MFAC : Mean-Field Actor-Critic (MFAC).

• ISAC : Independent Soft Actor-Critic (ISAC).

• MASAC : Multi-agent Soft Actor-Critic (MASAC).

• MATD3 : Multi-agent Twin Delayed Deep Deterministic Policy Gradient (MATD3).

• IC3Net : Individual Controlled Continuous Communication Model (IC3Net).