Thus, this paper will compare different types of visual (distance dependent) and non-visual (touch, angle configuration) rewards showing that, with this combination of methods, it is generically possible to find a good solution within about 20 trials.
Borrowing a central measurement from information theory, Shannon entropy, we quantified the uncertainties produced by decisions of participants within an economic decision task under different configurations of reward probability and time.
For PM, the configurations with instantaneous reward application and (p_mathrm{min }= 0.01) stand out compared to all hyper-parameter choices.
In this work, Shannon entropy was obtained from the decision outcomes of a group of subjects during an economic decision task under different configurations parametrized by reward probability and time before getting a monetary reward.
Each animal was assigned its own configuration of four rewarded holes.
However, if reward enhances configuration-specific learning in repeated visual search, as was proposed by Tseng and Lleras (2013), one would expect contextual cueing to be more marked that is, to arise earlier—for high- than for low-reward trials.
The most important social factors are the social learning processes to support agroecological practices, and the configuration of economic incentives to reward farmers for undertaking the transition to conservation biological control.
Since the four serial color signals in our experiments are experienced within a few seconds prior to the reward, both a configuration into a unique sequential pattern and a dominance of simple associative phenomena are possible.
Of course, the latter prediction does not exclude the possibility of reward effects on both configuration- and location-specific learning in repeated visual search.
The feedback from the environment is given to the agent in the form of a scalar value, or a reward, which represents the utility of a particular clustering configuration for the action selection.
