Exploring Exploration: Comparing Children with RL Agents in Unified Environments.
Eliza KosoyJasmine CollinsDavid M. ChanJessica B. HamrickSandy H. HuangAlison GopnikJohn F. CannyPublished in: CoRR (2020)
Keyphrases
- action selection
- multi agent
- learning agents
- reinforcement learning
- multi agent systems
- dynamic environments
- multi agent environments
- single agent
- exploration strategy
- multiagent systems
- open systems
- highly dynamic
- complex environments
- autonomous agents
- intelligent agents
- multiple agents
- software agents
- agent architecture
- cooperative
- multi agent reinforcement learning
- action space
- robotic systems
- learning agent
- autonomous learning
- exploration exploitation
- artificial agents
- agent model
- decision making
- autonomous entities
- temporal difference
- real world
- agent systems
- social welfare
- pilot study
- markov decision processes
- mobile agents
- multiagent reinforcement learning
- coalition formation
- open environments
- autonomous robots
- function approximation
- swarm intelligence
- learning algorithm
- machine learning