Unpredictability of AI: On the Impossibility of Accurately Predicting All Actions of a Smarter Agent.
Roman V. YampolskiyPublished in: J. Artif. Intell. Conscious. (2020)
Keyphrases
- intelligent behavior
- action selection
- multiple agents
- decision theoretic
- autonomous agents
- cognitive agents
- artificial intelligence
- multi agent
- agent behavior
- multi agent systems
- interacting agents
- external events
- world model
- intelligent agents
- predicting future
- simulated robot
- plan library
- agent receives
- current situation
- agent model
- expert systems
- goal directed
- multiagent systems
- mobile agents
- incomplete knowledge
- partial observations
- reward function
- learning agent
- plan execution
- knowledge representation
- case based reasoning
- temporally extended
- decision making
- state transitions
- intelligent systems
- dynamic environments
- state action
- reinforcement learning
- software agents
- situation calculus
- agent technology
- partially observable
- learning mechanisms
- plan recognition
- cognitive architecture
- ai systems
- joint action
- past experience
- selective perception
- machine learning
- multiagent reinforcement learning
- initially unknown
- rational agents
- planning systems
- reasoning process
- ai planning