Formal Modeling of Reinforcement Learning with Many Agents through Repeated Local Interactions.
Chin-Wing LeungShuyue HuHo-fung LeungPublished in: ICTAI (2021)
Keyphrases
- reinforcement learning
- multi agent
- multi agent environments
- learning agents
- multi agent systems
- interacting agents
- cooperative
- dynamically evolving
- multiagent systems
- multi agent reinforcement learning
- single agent
- action selection
- autonomous agents
- agent interactions
- function approximation
- decision making
- agent based modeling
- multiagent learning
- social behavior
- multiple agents
- software agents
- learning agent
- formal models
- intelligent agents
- learning process
- learning algorithm
- decision theoretic
- agent based models
- incomplete information
- decision problems
- partial observability
- markov decision processes
- optimal policy
- crowd simulation