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Better exploration with parameter noise
We’ve found that adding adaptive noise to the parameters of reinforcement learning algorithms frequently boosts performance. This exploration method is simple to implement and very rarely decreases performance, so it’s worth trying on any problem.
Better exploration with parameter noise
We’ve found that adding adaptive noise to the parameters of reinforcement learning algorithms frequently boosts performance. This exploration method is simple to implement and very rarely decreases performance, so it’s worth trying on any problem.
Proximal Policy Optimization
We’re releasing a new class of reinforcement learning algorithms, Proximal Policy Optimization (PPO), which perform comparably or better than state-of-the-art approaches while being much simpler to implement and tune. PPO has become the default reinforcement learning algorithm at OpenAI because of its ease of use and good performance.
Proximal Policy Optimization
We’re releasing a new class of reinforcement learning algorithms, Proximal Policy Optimization (PPO), which perform comparably or better than state-of-the-art approaches while being much simpler to implement and tune. PPO has become the default reinforcement learning algorithm at OpenAI because of its ease of use and good performance.
Robust adversarial inputs
We’ve created images that reliably fool neural network classifiers when viewed from varied scales and perspectives. This challenges a claim from last week that self-driving cars would be hard to trick maliciously since they capture images from multiple scales, angles, perspectives, and the like.
Robust adversarial inputs
We’ve created images that reliably fool neural network classifiers when viewed from varied scales and perspectives. This challenges a claim from last week that self-driving cars would be hard to trick maliciously since they capture images from multiple scales, angles, perspectives, and the like.
Prime Members Enjoyed Biggest Global Shopping Event in Amazon History - About Amazon
Prime Members Enjoyed Biggest Global Shopping Event in Amazon History About Amazon
Investing in Menlo Park and the Community - meta.com
Investing in Menlo Park and the Community meta.com
Amazon’s efforts to address homelessness expand to Washington, D.C. - About Amazon
Amazon’s efforts to address homelessness expand to Washington, D.C. About Amazon
Our First Communities Summit and New Tools For Group Admins - meta.com
Our First Communities Summit and New Tools For Group Admins meta.com
Giving People More Control Over Their Facebook Profile Picture - meta.com
Giving People More Control Over Their Facebook Profile Picture meta.com
Making Facebook Live More Accessible With Closed Captions - meta.com
Making Facebook Live More Accessible With Closed Captions meta.com
OpenAI Baselines: DQN
We’re open-sourcing OpenAI Baselines, our internal effort to reproduce reinforcement learning algorithms with performance on par with published results. We’ll release the algorithms over upcoming months; today’s release includes DQN and three of its variants.
Excess Wear and Use Guide - Tesla
Excess Wear and Use Guide Tesla
Messenger Secret Conversations Technical Whitepaper - meta.com
Messenger Secret Conversations Technical Whitepaper meta.com
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Join Facebook In Celebrating Moms Around the World - meta.com
Join Facebook In Celebrating Moms Around the World meta.com
Game On: Games On Messenger Go Global With New Features and Games - meta.com
Game On: Games On Messenger Go Global With New Features and Games meta.com
Tesla Safety Update - Tesla
Tesla Safety Update Tesla
F8 2017: Camera Effects Platform and More From Day One - meta.com
F8 2017: Camera Effects Platform and More From Day One meta.com