... Proceedings of the 12th Confer-ence of the European Chapter of the ACL (EACL2009), pp 683–691.Ross, S., Pineau, J., Paquet, S., Chaib-draa, B., 2008,Online planning algorithms for POMDPs, Journal of ... PolicyQ Learning No Off ValueQ(λ) No Off ValueActor Critic - QV No On PolicyIAC No On PolicyNAC No On PolicyDynaSARSA(λ) Yes On ValueDynaQ Yes Off ValueDynaQ(λ) Yes Off ValueDynaAC-QV ... the probability of moving from state x1to state x2by taking actiona. Each transition from a state to another is as-sociated with an immediate reward, the expectedvalue of which is called...