Results 51 to 60 of about 110 (105)

Meta-control of the exploration-exploitation dilemma emerges from probabilistic inference over a hierarchy of time scales. [PDF]

Cogn Affect Behav Neurosci, 2021
Marković D, Goschke T, Kiebel SJ.
europepmc   +1 more source

A Literature Survey on AI-Aided Beamforming and Beam Management for 5G and 6G Systems. [PDF]

Sensors (Basel), 2023
Brilhante DDS, Manjarres JC, Moreira R, de Oliveira Veiga L, de Rezende JF, Müller F, Klautau A, Leonel Mendes L, P de Figueiredo FA.   +8 more
europepmc   +1 more source

Provably Efficient Reinforcement Learning for Adversarial Restless Multi-Armed Bandits with Unknown Transitions and Bandit Feedback

CoRR
Restless multi-armed bandits (RMAB) play a central role in modeling sequential decision making problems under an instantaneous activation constraint that at most B arms can be activated at any decision epoch. Each restless arm is endowed with a state that evolves independently according to a Markov decision process regardless of being activated or not.
Guojun Xiong, Jian Li 0008
openaire   +3 more sources

Dopaminergic modulation of the exploration/exploitation trade-off in human decision-making. [PDF]

Elife, 2020
Chakroun K, Mathar D, Wiehler A, Ganzer F, Peters J.   +4 more
europepmc   +1 more source

Experimental evolutionary simulations of learning, memory and life history. [PDF]

Philos Trans R Soc Lond B Biol Sci, 2020
Morgan TJH, Suchow JW, Griffiths TL.
europepmc   +1 more source

Reliability of Decision-Making and Reinforcement Learning Computational Parameters

, 2021
Mkrtchian A, Valton V, Roiser JP.
europepmc   +1 more source

INDEXABILITY AND OPTIMAL INDEX POLICIES FOR A CLASS OF REINITIALISING RESTLESS BANDITS. [PDF]

Probab Eng Inf Sci, 2016
Villar SS.
europepmc   +1 more source

Model-based exploration is measurable across tasks but not linked to personality and psychiatric assessments. [PDF]

Sci Rep
Witte K, Thalmann M, Schulz E.
europepmc   +1 more source

Covariate-adjusted response-adaptive randomization for multi-arm clinical trials using a modified forward looking Gittins index rule. [PDF]

Biometrics, 2018
Villar SS, Rosenberger WF.
europepmc   +1 more source

A foundation model to predict and capture human cognition. [PDF]

Nature
Binz M, Akata E, Bethge M, Brändle F, Callaway F, Coda-Forno J, Dayan P, Demircan C, Eckstein MK, Éltető N, Griffiths TL, Haridi S, Jagadish AK, Ji-An L, Kipnis A, Kumar S, Ludwig T, Mathony M, Mattar M, Modirshanechi A, Nath SS, Peterson JC, Rmus M, Russek EM, Saanum T, Schubert JA, Schulze Buschoff LM, Singhi N, Sui X, Thalmann M, Theis FJ, Truong V, Udandarao V, Voudouris K, Wilson R, Witte K, Wu S, Wulff DU, Xiong H, Schulz E.   +39 more
europepmc   +1 more source