Sentence examples for reinforce algorithms from inspiring English sources

Thus, both REINFORCE algorithms managed to achieve high scores according to the scoring function, but poorly represented the Prior.

We believe this is a more natural approach to the problem than REINFORCE algorithms directly using rewards of S(A) or (log P(A)_{Prior} + sigma S A)).

The Agent achieved the same fraction of sulphur free structures as the REINFORCE algorithms, while seemingly doing a much better job of representing the Prior.

The second alternative is a REINFORCE algorithm with a reward of S A) given at the last step.

Even when the final project numbers end up very close to the predicted numbers, it will be difficult to complete the feedback loop and positively reinforce the algorithm.

While it's human nature to believe what we want to hear, Facebook's algorithms reinforce political polarization.

The results indicate that the Agent can find solutions reflecting the underlying probability distribution of the Prior, representing a significant improvement over both traditional REINFORCE [30] algorithms as well as previously reported methods [17].

Besides, Gaussian mutation strategy is presented and embedded in the SHPSOS algorithm to reinforce the robustness and avoid premature convergence in the evolution process of candidates.

Then, in (Step 4), we use partial correlation estimation, as a weak graph learner, on to increase the robustness of the algorithm and reinforce its ability to focus on subspaces.

Xu et al. [59] developed a bee-swarm genetic algorithm for designing DNA sequences that satisfied some combinatorial and thermodynamic constraints, in which the optimum individual of population selected as a queen bee and a random population was introduced to reinforce the exploitation of genetic algorithm and increase the diversity of population.

In the Additional file 1 we show how this approach can be described using a REINFORCE [30] algorithm with a final step reward of (r(t) = [log P(A)_{mathbb {U}} - log P(A)_{mathbb {A}}]^2 / log P(A)_{mathbb {A}}).