Towards Global Optimality in Cooperative MARL with Sequential Transformation.
Jianing YeChenghao LiJianhao WangChongjie ZhangPublished in: CoRR (2022)
Keyphrases
- multi agent reinforcement learning
- global optimality
- cooperative
- globally optimal
- global optimization
- multi agent
- multi agent systems
- learning agents
- discrete optimization
- optimal solution
- multi agent learning
- theoretical guarantees
- global minimum
- gradient field
- global solution
- stochastic games
- reinforcement learning
- vector field
- objective function
- optimality conditions
- game theory
- graph cuts