Sentence examples for observation case from inspiring English sources

However, the imperfect monitoring and incomplete information add much more difficulty in the partial observation case.

The learning delay for the partial observation case is shown in Figure 16, where the simulation setup is similar to that of Figure 13.

Then, we establish a necessary condition of optimality of the optimal control (u^) for some physically meaningful observation case employing the associate adjoint system.

For instance, we can refer to the result in [12] to obtain the local uniqueness of an optimal control for distributive observation case.

Remark 2. Note that, in contrast to the stochastic approximation approach for the proof of the convergence in the complete observation case, we used a different approach to prove the convergence of the learning with partial observations since it is difficult to apply the stochastic approximation in the partial observation case.

We also observe that the performance gain is decreased when is increased from 2 to 3. Figure 15 CDF of performance gain over the random values in partial observation case.

Note that the latter two difficulties are common for both the complete and partial observation cases.

For both complete and partial observation cases, rigorous proofs of the convergence of multiagent -learning without communications, under certain conditions, are provided using the Robins-Monro algorithm and contraction mapping, respectively.

Thus, all variables surveyed by the KLIPS were repeatedly measured from the 1st wave to the 15th wave to collect observation cases at multiple points in time.

observation : Cases for this sub-study (n = 67) developed incident OAG between baseline and 10-year visits, in either eye, while controls (n = 1919) had no evidence for OAG at any visit.

In the partially observed case, observations are only available for a subset of the species.