@techreport{munos:hal-00747575, TITLE = {{From Bandits to Monte-Carlo Tree Search: The Optimistic Principle Applied to Optimization and Planning}}, AUTHOR = {Munos, R{\'e}mi}, URL = {https://hal.archives-ouvertes.fr/hal-00747575}, NOTE = {130 pages}, YEAR = {2014}, KEYWORDS = {Monte-Carlo Tree Search ; Optimism in the face of uncertainty ; Bandit theory ; Upper Confidence Bounds}, HAL_ID = {hal-00747575}, HAL_VERSION = {v5}, }