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OPEN AI Evolved Policy Gradients

Last post by admin « Wed Apr 18, 2018 7:00 am

by admin » Wed Apr 18, 2018 7:00 am

We’re releasing an experimental metalearning approach called Evolved Policy Gradients, a method that evolves the loss function of learning agents,...

0 Replies

15 Views

Last post by admin
Wed Apr 18, 2018 7:00 am
OPEN AI Gotta Learn Fast: A new benchmark for generalization in RL

Last post by admin « Tue Apr 10, 2018 7:00 am

by admin » Tue Apr 10, 2018 7:00 am

Gotta Learn Fast: A new benchmark for generalization in RL

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0 Replies

16 Views

Last post by admin
Tue Apr 10, 2018 7:00 am
OPEN AI Retro Contest

Last post by admin « Thu Apr 05, 2018 7:00 am

by admin » Thu Apr 05, 2018 7:00 am

We’re launching a transfer learning contest that measures a reinforcement learning algorithm’s ability to generalize from previous experience....

0 Replies

16 Views

Last post by admin
Thu Apr 05, 2018 7:00 am
OPEN AI Variance reduction for policy gradient with action-dependent factorized baselines

Last post by admin « Tue Mar 20, 2018 7:00 am

by admin » Tue Mar 20, 2018 7:00 am

Variance reduction for policy gradient with action-dependent factorized baselines

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0 Replies

16 Views

Last post by admin
Tue Mar 20, 2018 7:00 am
OPEN AI Improving GANs using optimal transport

Last post by admin « Thu Mar 15, 2018 7:00 am

by admin » Thu Mar 15, 2018 7:00 am

Improving GANs using optimal transport

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0 Replies

11 Views

Last post by admin
Thu Mar 15, 2018 7:00 am
OPEN AI Report from the OpenAI hackathon

Last post by admin « Thu Mar 15, 2018 7:00 am

by admin » Thu Mar 15, 2018 7:00 am

On March 3rd, we hosted our first hackathon with 100 members of the artificial intelligence community.

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0 Replies

15 Views

Last post by admin
Thu Mar 15, 2018 7:00 am
OPEN AI On first-order meta-learning algorithms

Last post by admin « Thu Mar 08, 2018 8:00 am

by admin » Thu Mar 08, 2018 8:00 am

On first-order meta-learning algorithms

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0 Replies

19 Views

Last post by admin
Thu Mar 08, 2018 8:00 am
OPEN AI Reptile: A scalable meta-learning algorithm

Last post by admin « Wed Mar 07, 2018 8:00 am

by admin » Wed Mar 07, 2018 8:00 am

We’ve developed a simple meta-learning algorithm called Reptile which works by repeatedly sampling a task, performing stochastic gradient descent on...

0 Replies

15 Views

Last post by admin
Wed Mar 07, 2018 8:00 am
OPEN AI OpenAI Scholars

Last post by admin « Tue Mar 06, 2018 8:00 am

by admin » Tue Mar 06, 2018 8:00 am

We’re providing 6–10 stipends and mentorship to individuals from underrepresented groups to study deep learning full-time for 3 months and...

0 Replies

12 Views

Last post by admin
Tue Mar 06, 2018 8:00 am
OPEN AI Some considerations on learning to explore via meta-reinforcement learning

Last post by admin « Sat Mar 03, 2018 8:00 am

by admin » Sat Mar 03, 2018 8:00 am

Some considerations on learning to explore via meta-reinforcement learning

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0 Replies

15 Views

Last post by admin
Sat Mar 03, 2018 8:00 am
OPEN AI Ingredients for robotics research

Last post by admin « Mon Feb 26, 2018 8:00 am

by admin » Mon Feb 26, 2018 8:00 am

We’re releasing eight simulated robotics environments and a Baselines implementation of Hindsight Experience Replay, all developed for our research...

0 Replies

15 Views

Last post by admin
Mon Feb 26, 2018 8:00 am
OPEN AI Multi-Goal Reinforcement Learning: Challenging robotics environments and request for research

Last post by admin « Mon Feb 26, 2018 8:00 am

by admin » Mon Feb 26, 2018 8:00 am

Multi-Goal Reinforcement Learning: Challenging robotics environments and request for research

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0 Replies

15 Views

Last post by admin
Mon Feb 26, 2018 8:00 am
OPEN AI OpenAI hackathon

Last post by admin « Thu Feb 22, 2018 8:00 am

by admin » Thu Feb 22, 2018 8:00 am

Come to OpenAI’s office in San Francisco’s Mission District for talks and a hackathon on Saturday, March 3rd.

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0 Replies

14 Views

Last post by admin
Thu Feb 22, 2018 8:00 am
OPEN AI Preparing for malicious uses of AI

Last post by admin « Tue Feb 20, 2018 8:00 am

by admin » Tue Feb 20, 2018 8:00 am

We’ve co-authored a paper that forecasts how malicious actors could misuse AI technology, and potential ways we can prevent and mitigate these...

0 Replies

13 Views

Last post by admin
Tue Feb 20, 2018 8:00 am
OPEN AI OpenAI supporters

Last post by admin « Tue Feb 20, 2018 8:00 am

by admin » Tue Feb 20, 2018 8:00 am

We’re excited to welcome new donors to OpenAI.

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0 Replies

13 Views

Last post by admin
Tue Feb 20, 2018 8:00 am
OPEN AI Interpretable machine learning through teaching

Last post by admin « Thu Feb 15, 2018 8:00 am

by admin » Thu Feb 15, 2018 8:00 am

We’ve designed a method that encourages AIs to teach each other with examples that also make sense to humans. Our approach automatically selects the...

0 Replies

14 Views

Last post by admin
Thu Feb 15, 2018 8:00 am
OPEN AI Discovering types for entity disambiguation

Last post by admin « Wed Feb 07, 2018 8:00 am

by admin » Wed Feb 07, 2018 8:00 am

We’ve built a system for automatically figuring out which object is meant by a word by having a neural network decide if the word belongs to each of...

0 Replies

17 Views

Last post by admin
Wed Feb 07, 2018 8:00 am
OPEN AI Requests for Research 2.0

Last post by admin « Wed Jan 31, 2018 8:00 am

by admin » Wed Jan 31, 2018 8:00 am

We’re releasing a new batch of seven unsolved problems which have come up in the course of our research at OpenAI.

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0 Replies

16 Views

Last post by admin
Wed Jan 31, 2018 8:00 am
OPEN AI Scaling Kubernetes to 2,500 nodes

Last post by admin « Thu Jan 18, 2018 8:00 am

by admin » Thu Jan 18, 2018 8:00 am

Scaling Kubernetes to 2,500 nodes

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0 Replies

17 Views

Last post by admin
Thu Jan 18, 2018 8:00 am
OPEN AI Block-sparse GPU kernels

Last post by admin « Wed Dec 06, 2017 8:00 am

by admin » Wed Dec 06, 2017 8:00 am

We’re releasing highly-optimized GPU kernels for an underexplored class of neural network architectures: networks with block-sparse weights....

0 Replies

19 Views

Last post by admin
Wed Dec 06, 2017 8:00 am
OPEN AI Learning sparse neural networks through L₀ regularization

Last post by admin « Mon Dec 04, 2017 8:00 am

by admin » Mon Dec 04, 2017 8:00 am

Learning sparse neural networks through L₀ regularization

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0 Replies

14 Views

Last post by admin
Mon Dec 04, 2017 8:00 am
OPEN AI Interpretable and pedagogical examples

Last post by admin « Thu Nov 02, 2017 7:00 am

by admin » Thu Nov 02, 2017 7:00 am

Interpretable and pedagogical examples

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0 Replies

13 Views

Last post by admin
Thu Nov 02, 2017 7:00 am
OPEN AI Learning a hierarchy

Last post by admin « Thu Oct 26, 2017 7:00 am

by admin » Thu Oct 26, 2017 7:00 am

We’ve developed a hierarchical reinforcement learning algorithm that learns high-level actions useful for solving a range of tasks, allowing fast...

0 Replies

13 Views

Last post by admin
Thu Oct 26, 2017 7:00 am
OPEN AI Generalizing from simulation

Last post by admin « Thu Oct 19, 2017 7:00 am

by admin » Thu Oct 19, 2017 7:00 am

Our latest robotics techniques allow robot controllers, trained entirely in simulation and deployed on physical robots, to react to unplanned changes...

0 Replies

17 Views

Last post by admin
Thu Oct 19, 2017 7:00 am
OPEN AI Sim-to-real transfer of robotic control with dynamics randomization

Last post by admin « Wed Oct 18, 2017 7:00 am

by admin » Wed Oct 18, 2017 7:00 am

Sim-to-real transfer of robotic control with dynamics randomization

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0 Replies

16 Views

Last post by admin
Wed Oct 18, 2017 7:00 am

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