Balancing the Performance of a FightingICE Agent using Reinforcement Learning and Skilled Experience Catalogue.
Akash CherukuriFrank G. GlavinPublished in: GEM (2022)
Keyphrases
- reinforcement learning
- multi agent
- action selection
- learning agent
- intelligent agents
- autonomous learning
- multi agent systems
- multi agent environments
- learning capabilities
- agent architecture
- multiagent systems
- state abstraction
- agent technology
- exploration strategy
- agent systems
- learning agents
- autonomous agents
- function approximation
- single agent
- state space
- multiple agents
- reinforcement learning algorithms
- state action
- model free
- mobile agents
- decision making
- agent receives
- neural network
- reward function
- software agents
- partially observable
- reinforcement learning agents
- dynamic environments
- markov decision process
- temporal difference
- past experience
- agent model
- machine learning
- cognitive agents
- action space
- optimal control
- initially unknown
- transfer learning
- electronic commerce
- reward shaping
- highly skilled