Stackelberg Actor-Critic: Game-Theoretic Reinforcement Learning Algorithms.
Liyuan ZhengTanner FiezZane AlumbaughBenjamin ChasnovLillian J. RatliffPublished in: AAAI (2022)
Keyphrases
- reinforcement learning algorithms
- game theoretic
- actor critic
- game theory
- reinforcement learning
- nash equilibrium
- nash equilibria
- state space
- temporal difference
- model free
- markov decision processes
- policy gradient
- reinforcement learning methods
- decision problems
- reward function
- reinforcement learning problems
- cooperative
- learning algorithm
- function approximation
- imperfect information
- stochastic games
- optimal policy
- partially observable
- multi agent systems
- resource allocation
- dynamic environments
- objective function
- evaluation function
- policy iteration
- approximate dynamic programming