Time(s) and GFLOPs savings of single-agent tasks. by Hongjie Zhang (136127)

“…Specifically, each decision made by an agent requires a complete neural network computation, leading to a linear increase in computational cost with the number of interactions and agents. …”

The source code of LazyAct. by Hongjie Zhang (136127)

“…Specifically, each decision made by an agent requires a complete neural network computation, leading to a linear increase in computational cost with the number of interactions and agents. …”

Win rate vs Skip ratios on multi-agents tasks. by Hongjie Zhang (136127)

“…Specifically, each decision made by an agent requires a complete neural network computation, leading to a linear increase in computational cost with the number of interactions and agents. …”

Visualization on SMAC-25m based on <i>LazyAct</i>. by Hongjie Zhang (136127)

“…Specifically, each decision made by an agent requires a complete neural network computation, leading to a linear increase in computational cost with the number of interactions and agents. …”

Single agent and multi-agents tasks for <i>LazyAct</i>. by Hongjie Zhang (136127)

“…Specifically, each decision made by an agent requires a complete neural network computation, leading to a linear increase in computational cost with the number of interactions and agents. …”

Network architectures for multi-agents task. by Hongjie Zhang (136127)

“…Specifically, each decision made by an agent requires a complete neural network computation, leading to a linear increase in computational cost with the number of interactions and agents. …”

Estimated MSE for different values of with . by Muhammad Luqman (9713197)

“…That penalty term introduces a small amount of bias in parameter estimates with an objective to decrease the mean square error. …”

Estimated MSE for different values of with . by Muhammad Luqman (9713197)

“…That penalty term introduces a small amount of bias in parameter estimates with an objective to decrease the mean square error. …”

Estimated MSE for different values of with . by Muhammad Luqman (9713197)

“…That penalty term introduces a small amount of bias in parameter estimates with an objective to decrease the mean square error. …”

Estimated MSE for different values of with . by Muhammad Luqman (9713197)

“…That penalty term introduces a small amount of bias in parameter estimates with an objective to decrease the mean square error. …”

Estimated MSE for different values of with . by Muhammad Luqman (9713197)

“…That penalty term introduces a small amount of bias in parameter estimates with an objective to decrease the mean square error. …”

Correlation matrix of livestock data. by Muhammad Luqman (9713197)

“…That penalty term introduces a small amount of bias in parameter estimates with an objective to decrease the mean square error. …”

Correlation matrix of body fat data. by Muhammad Luqman (9713197)

“…That penalty term introduces a small amount of bias in parameter estimates with an objective to decrease the mean square error. …”

Estimated MSE for different values of with . by Muhammad Luqman (9713197)

“…That penalty term introduces a small amount of bias in parameter estimates with an objective to decrease the mean square error. …”

Model and learning rule. by Janis Keck (21587252)

Recruitment flow diagram of the current study. by Somayeh Momenyan (10111603)

“…Phase 1 EQ-VAS decreases were associated with female sex, lower somatic symptom, fewer comorbidities, lack of expectation for a fast recovery, higher ISS, higher injury pain, neck, spine/back or lower extremity injuries. …”

Apoptosis inhibitor abolished and restored rTsSPc-disrupted Caco-2 monolayer barrier integrity. by Qi Qi Lu (17721401)

“…<p>Caco-2 cells were pretreated with 120 μM Z-VAD-FMK for 1 h and then incubated with 20 μg/ml rTsSPc for another 12 <b>h. A:</b> Z-VAD-FMK pretreatment increased the rTsSPc-reduced TEER of Caco-2 monolayer. …”

PGAM5 knockdown prevented rTsSPc from disrupting Caco-2 monolayer integrity. by Qi Qi Lu (17721401)

Inhibition of PGAM5 and apoptosis alleviated the rTsSPc-damaged Caco-2 monolayer barrier integrity. by Qi Qi Lu (17721401)

Annual residuals for CGO (blue), MLO (red dot) and ALT (purple dash). by Roger J. Francey (22075453)