Conceptualization and Implementation of a Reinforcement Learning Approach Using a Case-Based Reasoning Agent in a FPS Scenario.
Marcel KolbePascal ReussJakob Michael SchoenbornKlaus-Dieter AlthoffPublished in: LWDA (2019)
Keyphrases
- case based reasoning
- reinforcement learning
- multi agent
- multi agent systems
- expert systems
- high speed
- artificial intelligence
- real world
- machine learning
- cooperative
- multiagent systems
- partially observable
- learning capabilities
- action selection
- case base
- reward function
- reinforcement learning agents
- frame rate
- neural network
- function approximation
- multiple agents
- real time
- mobile agents
- learning process
- agent systems
- action space
- case retrieval
- case library
- state abstraction
- exploration strategy
- multi agent environments