Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks.
Eura NofshinSiddharth SwaroopWeiwei PanSusan A. MurphyFinale Doshi-VelezPublished in: AAMAS (2024)
Keyphrases
- reinforcement learning
- multi agent
- multi agent environments
- multi agent systems
- artificial agents
- learning agents
- autonomous agents
- reinforcement learning agents
- action selection
- single agent
- multiple agents
- transfer learning
- intelligent agents
- human users
- multiagent systems
- mobile agents
- human operators
- function approximation
- multi agent reinforcement learning
- agent systems
- agent receives
- cooperative
- decision making
- agent teams
- human behavior
- human subjects
- learning capabilities
- software agents
- state space
- multiagent learning
- personality types
- virtual characters
- agent interactions
- learning algorithm
- behavioural cloning
- agent behavior
- real robot
- decision theoretic
- learning tasks
- markov decision processes
- resource allocation