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ERIC Number: EJ1431703
Record Type: Journal
Publication Date: 2021
Pages: 5
Abstractor: As Provided
ISBN: N/A
ISSN: N/A
EISSN: EISSN-2056-7936
A Micro-Genesis Account of Longer-Form Reinforcement Learning in Structured and Unstructured Environments
Benjamin James Dyson; Ahad Asad
npj Science of Learning, v6 Article 19 2021
We explored the possibility that in order for longer-form expressions of reinforcement learning ("win-calmness, loss-restlessness") to manifest across tasks, they must first develop because of micro-transactions within tasks. We found no evidence of "win-calmness" or "loss-restlessness" when wins could not be maximised ("unexploitable" opponents), nor when the threat of win minimisation was presented ("exploiting" opponents), but evidence of "win-calmness" (but not "loss-restlessness") when wins could be maximised ("exploitable" opponents).
Nature Portfolio. Available from: Springer Nature. One New York Plaza, Suite 4600, New York, NY 10004. Tel: 800-777-4643; Tel: 212-460-1500; Fax: 212-460-1700; e-mail: customerservice@springernature.com; Web site: https://www.nature.com/npjscilearn/
Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A