Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning.
Yulai ZhaoZhuoran YangZhaoran WangJason D. LeePublished in: ICML (2023)
Keyphrases
- global optimality
- multi agent reinforcement learning
- globally optimal
- global optimization
- discrete optimization
- optimal solution
- objective function
- multi agent
- semidefinite
- theoretical guarantees
- global minimum
- multi agent learning
- learning agents
- global solution
- reinforcement learning
- cooperative
- convex functions
- gradient field
- multi agent systems
- combinatorial optimization
- optimization method
- graph cuts
- optimization problems
- upper bound
- cost function
- multi objective