Technical Blog
Tag: Reinforcement Learning
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Jul 01, 2022
Building Generally Capable AI Agents with MineDojo
NVIDIA is helping push the limits of training AI generalist agents with a new open-sourced framework called MineDojo.
7 MIN READ
Technical Walkthrough
Jun 30, 2022
The Full Stack Optimization Powering NVIDIA MLPerf Training v2.0 Performance
Learn about the full-stack optimizations enabling NVIDIA platforms to deliver even more performance in MLPerf Training v2.0.
14 MIN READ
Technical Walkthrough
Sep 22, 2021
NVIDIA Research: Transferring Dexterous Manipulation from GPU Simulation to a Remote, Real-World, TriFinger Task
Large-scale GPU-based simulation enables robot learning in simulation, and can be transferred to real robots without the need for physical access to the robots.
12 MIN READ
Technical Walkthrough
Nov 05, 2020
Discovering GPU-friendly Deep Neural Networks with Unified Neural Architecture Search
After the first successes of deep learning, designing neural network architectures with desirable performance criteria for a given task (for example…
9 MIN READ
Technical Walkthrough
Sep 01, 2020
Enhancing Sample Efficiency in Reinforcement Learning with Nonparametric Methods
Recent developments in artificial intelligence and autonomous learning have shown impressive results in tasks like board games and computer games. However…
10 MIN READ
Technical Walkthrough
Apr 15, 2020
Powering AutoML-enabled AI Model Training with Clara Train
Deep neural networks (DNNs) have been successfully applied to volume segmentation and other medical imaging tasks. They are capable of achieving state-of-the…
8 MIN READ