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

“…<div><p>Deep reinforcement learning has achieved significant success in complex decision-making tasks. …”

Deep reinforcement learning agents trained using a curriculum solve navigation tasks with delayed rewards. by William L. Tong (22238845)

“…C: ADP outperforms INC and RAND (each teacher-student interaction is a step). The agent does not learn the task without a curriculum. …”

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

“…<div><p>Deep reinforcement learning has achieved significant success in complex decision-making tasks. …”

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

“…<div><p>Deep reinforcement learning has achieved significant success in complex decision-making tasks. …”

Scores vs Skip ratios on single-agent task. by Hongjie Zhang (136127)

“…<div><p>Deep reinforcement learning has achieved significant success in complex decision-making tasks. …”

RL agent simulations for slowly-changing perceptual biases. by Yelin Dong (21396067)

“…(<b>C, D</b>) Same as (<b>A, B</b>), but with the RL agent having a much slower learning rate of 0.0004 deg/trial. …”

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

“…<div><p>Deep reinforcement learning has achieved significant success in complex decision-making tasks. …”

AKIBoards: A Structure-Following Multiagent System for Predicting Acute Kidney Injury by David Gordon (264270)

“…In contrast, the SF-FT agent with the lowest recall decreased its confidence in true positive and false negative cases (suggesting a new belief). …”

Graphical representation of the optimization process in machine learning, focusing on the adjustment of weights during gradient descent. by Liu Liu (512237)

Figure 2 from Individualized Prediction of Drug Response and Rational Combination Therapy in NSCLC Using Artificial Intelligence–Enabled Studies of Acute Phosphoproteomic Changes by Elizabeth A. Coker (15024165)

Comparison of Mean Absolute Error (MAE) in Millimeters as a Function of Kernel Size. by Liu Liu (512237)

Image 2_Computed tomography and magnetic resonance imaging features of primary liver perivascular epithelioid cell tumor with renal angiomyolipoma: a case report and literature rev... by Ruoling Gao (12201178)

“…The enhancement slightly decreased in the equilibrium phase and the delayed phase. …”

Image 1_Computed tomography and magnetic resonance imaging features of primary liver perivascular epithelioid cell tumor with renal angiomyolipoma: a case report and literature rev... by Ruoling Gao (12201178)

“…The enhancement slightly decreased in the equilibrium phase and the delayed phase. …”

Experiment 2. by Lalit Pandey (13195488)

Membrane Perturbations and Assay Interferences by Ivermectin Explain Its In Vitro SARS-CoV‑2 Antiviral Activities and Lack of Translatability by Richard T. Eastman (6051881)

“…When exploring possible reasons for this disconnect, we found that ivermectin interferes with AlphaScreen assays by quenching singlet oxygen transmission, calling into question the original justifications for pursuing ivermectin as an antiviral agent. Furthermore, at the low micromolar concentrations where ivermectin reduced SARS-CoV-2 viral burden in vitro, ivermectin decreased cell viability, modified membrane bilayer properties, and nonspecifically dysregulated membrane protein functions. …”

Membrane Perturbations and Assay Interferences by Ivermectin Explain Its In Vitro SARS-CoV‑2 Antiviral Activities and Lack of Translatability by Richard T. Eastman (6051881)

“…When exploring possible reasons for this disconnect, we found that ivermectin interferes with AlphaScreen assays by quenching singlet oxygen transmission, calling into question the original justifications for pursuing ivermectin as an antiviral agent. Furthermore, at the low micromolar concentrations where ivermectin reduced SARS-CoV-2 viral burden in vitro, ivermectin decreased cell viability, modified membrane bilayer properties, and nonspecifically dysregulated membrane protein functions. …”

Membrane Perturbations and Assay Interferences by Ivermectin Explain Its In Vitro SARS-CoV‑2 Antiviral Activities and Lack of Translatability by Richard T. Eastman (6051881)

“…When exploring possible reasons for this disconnect, we found that ivermectin interferes with AlphaScreen assays by quenching singlet oxygen transmission, calling into question the original justifications for pursuing ivermectin as an antiviral agent. Furthermore, at the low micromolar concentrations where ivermectin reduced SARS-CoV-2 viral burden in vitro, ivermectin decreased cell viability, modified membrane bilayer properties, and nonspecifically dysregulated membrane protein functions. …”

Data Sheet 1_Correlation analysis of osteoporosis and vertebral endplate defects using CT and MRI imaging: a retrospective cross-sectional study.pdf by Song Hao (5700608)

“…</p>Methods<p>Computed tomography (CT), magnetic resonance imaging (MRI), bone mineral density (BMD) and other relevant imaging data, as well as age, sex, body mass index (BMI), and degree of low back pain data, were retrospectively analysed. …”

Reinforcement Learning for Assessing Route Instruction Usability in Complex Indoor Spaces by Reza Arabsheibani (14244716)

“…Our results show that RL agents successfully learn to navigate even with incomplete instructions, significantly outperforming random agents. …”

(A-H). Case 1: primary subcutaneous facial alveolar echinococcosis. by Louis Bohard (22250661)