Transferable curricula through difficulty conditioned generators

• Main Authors: TIO, Sidney, VARAKANTHAM, Pradeep
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Computer-aided education; Game playing; reinforcement learning; Artificial Intelligence and Robotics; Curriculum and Instruction; Education
• Online Access: https://ink.library.smu.edu.sg/sis_research/8097; https://ink.library.smu.edu.sg/context/sis_research/article/9100/viewcontent/PERM_0543_pvoa.pdf
• Institution: Singapore Management University

Advancements in reinforcement learning (RL) have demonstrated superhuman performance in complex tasks such as Starcraft, Go, Chess etc. However, knowledge transfer from Artificial "Experts" to humans remain a significant challenge. A promising avenue for such transfer would be the use of c...