When is an action caused from within? Quantifying the causal chain leading to actions in simulated agents.
Bjørn Erik JuelRenzo ComolattiGiulio TononiLarissa AlbantakisPublished in: ALIFE (2019)
Keyphrases
- action selection
- joint action
- indirect effects
- multiple agents
- reasoning about actions
- concurrent actions
- multiagent reinforcement learning
- situation calculus
- agent behavior
- human actions
- multi agent systems
- agent receives
- multi agent
- sensing actions
- communicative acts
- action sequences
- decision theoretic
- cooperative
- multiagent systems
- event calculus
- cognitive agents
- mirror neurons
- action rules
- action space
- reasoning process
- recognizing actions
- autonomous agents
- intelligent agents
- simulated robot
- recognizing human actions
- action theories
- causal knowledge
- interacting agents
- partial observations
- intelligent behavior
- explicitly represent
- reinforcement learning
- action descriptions
- decision making
- action language
- state transitions
- plan execution
- action recognition
- rational agents
- action detection
- initial state
- continuous action
- software agents
- logic programming
- causal relationships
- speech acts
- external events
- planning problems
- mobile agents
- single agent
- agent learns
- state action
- state space
- partial observability