Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2126
This examiner grants 10% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17891273 | ELECTRONIC DEVICE FOR PROVIDING INFORMATION FOR REINFORCEMENT LEARNING AND METHOD FOR OPERATING THEREOF | Final Rejection | Samsung Electronics Co., Ltd. |
| 18184830 | SYSTEM AND METHODS FOR UTILIZING PREDICTIONS OF FUTURE REAL-WORLD EVENTS TO GENERATE ACTIONABLE DECISIONS | Non-Final OA | X Development LLC |
| 17509926 | SCALABLE AND DISTRIBUTED MACHINE LEARNING FRAMEWORK WITH UNIFIED ENCODER (SULU) | Non-Final OA | California Institute of Technology |
| 18148261 | SYSTEMS AND METHODS FOR CROSS POLLINATION INTENT DETERMINATION | Non-Final OA | Walmart Apollo, LLC |
| 18276809 | ANALYSIS DEVICE, ANALYSIS METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM HAVING PROGRAM STORED THEREON | Non-Final OA | NEC Corporation |
| 18160596 | SYSTEM AND METHOD FOR SELECTING MODEL TOPOLOGY | Final Rejection | Dell Products L.P. |
| 17994991 | TRAINING A CLASSIFIER TO DETECT OPEN VEHICLE DOORS | Final Rejection | Waymo LLC |
| 17825788 | Unsupervised Anomaly Detection With Self-Trained Classification | Non-Final OA | Google LLC |
| 18075991 | MATHEMATICAL MODEL TRAINING METHOD | Final Rejection | Rakuten Group, Inc. |
| 18155471 | METHOD AND APPARATUS FOR PREDICTING FUTURE STATE AND RELIABILITY BASED ON TIME SERIES DATA | Non-Final OA | ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE |
| 17395014 | Federated Machine Learning Computer System Architecture | Final Rejection | PayPal, Inc. |
| 17701745 | PLATFORM-AWARE TRANSFORMER-BASED PERFORMANCE PREDICTION | Non-Final OA | MediaTek Inc. |
| 17969721 | HYPER NETWORK MACHINE LEARNING ARCHITECTURE FOR SIMULATING PHYSICAL SYSTEMS | Final Rejection | NEC Laboratories Europe GmbH |
| 17804652 | Method and Device for Training a Machine Learning Algorithm | Non-Final OA | Aptiv Technologies AG |
| 18248760 | PREDICTION METHOD, PREDICTION APPARATUS AND PROGRAM | Non-Final OA | NIPPON TELEGRAPH AND TELEPHONE CORPORATION |
| 17625361 | TRAINING A NEURAL NETWORK TO CONTROL AN AGENT USING TASK-RELEVANT ADVERSARIAL IMITATION LEARNING | Non-Final OA | DeepMind Technologies Limited |
| 17747243 | CALIBRATING PARAMETERS WITHIN A VIRTUAL ENVIRONMENT USING REINFORCEMENT LEARNING | Non-Final OA | GM Global Technology Operations LLC |
| 18189039 | MACHINE LEARNING MODEL TRAINING FOR IMPROVING ANOMALY DETECTION | Non-Final OA | UnitedHealth Group Incorporated |
| 17731561 | KNOWLEDGE DRIVEN ARTIFICIAL INTELLIGENCE ENGINE FOR ENGINEERING AUTOMATION | Final Rejection | Schneider Electric Systems USA, Inc. |
| 17507649 | Identifying Test Dependencies Using Binary Neural Networks | Non-Final OA | EMC IP Holding Company LLC |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy