Towards an AI-Based Framework for Autonomous Design and Construction: Learning from Reinforcement Learning Success in RTS Games.
Ahmed ElmaraghyJacopo MontaliMarcello RestelliFrancesco CausonePierpaolo RutticoPublished in: CAAD Futures (2023)
Keyphrases
- reinforcement learning
- design principles
- learning algorithm
- learning process
- autonomous learning
- conceptual framework
- artificial intelligence
- learning scheme
- learning problems
- learning mechanism
- learning capabilities
- learning tasks
- learning games
- continuous state and action spaces
- pedagogical design
- multiagent learning
- temporal difference learning
- learning agents
- stochastic games
- robot control
- user interface
- knowledge based systems
- rl algorithms
- online learning
- expert systems
- design process
- game theory