Human-AI Collaboration in Real-World Complex Environment with Reinforcement Learning.
Md Saiful IslamSrijita DasSai Krishna GottipatiWilliam DuguayClodéric MarsJalal ArabneydiAntoine FagetteMatthew GuzdialMatthew E. TaylorPublished in: CoRR (2023)
Keyphrases
- complex environments
- real world
- reinforcement learning
- learning agents
- artificial intelligence
- machine learning
- autonomous agents
- sequential decision tasks
- wide range
- synthetic data
- data sets
- artificially intelligent
- human agent
- data mining
- case study
- function approximation
- computational intelligence
- information sharing
- knowledge sharing
- human experts
- state space
- dynamic programming
- human level
- expert systems
- knowledge based systems
- intelligent systems
- optimal policy
- human subjects
- case based reasoning
- human cognition
- learning process
- computer science