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Variance reduction for policy gradient with action-dependent factorized baselines

Variance reduction for policy gradient with action...

8 years ago 17 Add to circle
Improving GANs using optimal transport

Improving GANs using optimal transport

8 years ago 18 Add to circle
Report from the OpenAI hackathon

Report from the OpenAI hackathon

8 years ago 17 Add to circle
On first-order meta-learning algorithms

On first-order meta-learning algorithms

8 years ago 18 Add to circle
Reptile: A scalable meta-learning algorithm

Reptile: A scalable meta-learning algorithm

8 years ago 19 Add to circle
OpenAI Scholars

OpenAI Scholars

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Some considerations on learning to explore via meta-reinforcement learning

Some considerations on learning to explore via met...

8 years ago 15 Add to circle
Multi-Goal Reinforcement Learning: Challenging robotics environments and request for research

Multi-Goal Reinforcement Learning: Challenging rob...

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Ingredients for robotics research

Ingredients for robotics research

8 years ago 15 Add to circle
OpenAI hackathon

OpenAI hackathon

8 years ago 17 Add to circle
OpenAI supporters

OpenAI supporters

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Preparing for malicious uses of AI

Preparing for malicious uses of AI

8 years ago 18 Add to circle
Interpretable machine learning through teaching

Interpretable machine learning through teaching

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Discovering types for entity disambiguation

Discovering types for entity disambiguation

8 years ago 19 Add to circle
Requests for Research 2.0

Requests for Research 2.0

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Scaling Kubernetes to 2,500 nodes

Scaling Kubernetes to 2,500 nodes

8 years ago 17 Add to circle
Block-sparse GPU kernels

Block-sparse GPU kernels

8 years ago 19 Add to circle
Learning sparse neural networks through L₀ regularization

Learning sparse neural networks through L₀ regular...

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Interpretable and pedagogical examples

Interpretable and pedagogical examples

8 years ago 16 Add to circle
Learning a hierarchy

Learning a hierarchy

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Generalizing from simulation

Generalizing from simulation

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Asymmetric actor critic for image-based robot learning

Asymmetric actor critic for image-based robot lear...

8 years ago 16 Add to circle
Sim-to-real transfer of robotic control with dynamics randomization

Sim-to-real transfer of robotic control with dynam...

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Domain randomization and generative models for robotic grasping

Domain randomization and generative models for rob...

8 years ago 17 Add to circle
Competitive self-play

Competitive self-play

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Meta-learning for wrestling

Meta-learning for wrestling

8 years ago 20 Add to circle
Nonlinear computation in deep linear networks

Nonlinear computation in deep linear networks

8 years ago 19 Add to circle
Learning to model other minds

Learning to model other minds

8 years ago 19 Add to circle
Learning with opponent-learning awareness

Learning with opponent-learning awareness

8 years ago 21 Add to circle
OpenAI Baselines: ACKTR & A2C

OpenAI Baselines: ACKTR & A2C

9 years ago 18 Add to circle
More on Dota 2

More on Dota 2

9 years ago 20 Add to circle
Dota 2

Dota 2

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Gathering human feedback

Gathering human feedback

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Better exploration with parameter noise

Better exploration with parameter noise

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Proximal Policy Optimization

Proximal Policy Optimization

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Robust adversarial inputs

Robust adversarial inputs

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Hindsight Experience Replay

Hindsight Experience Replay

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Teacher–student curriculum learning

Teacher–student curriculum learning

9 years ago 18 Add to circle
Faster physics in Python

Faster physics in Python

9 years ago 21 Add to circle
Learning from human preferences

Learning from human preferences

9 years ago 20 Add to circle
Learning to cooperate, compete, and communicate

Learning to cooperate, compete, and communicate

9 years ago 21 Add to circle
UCB exploration via Q-ensembles

UCB exploration via Q-ensembles

9 years ago 20 Add to circle
OpenAI Baselines: DQN

OpenAI Baselines: DQN

9 years ago 22 Add to circle
Robots that learn

Robots that learn

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Roboschool

Roboschool

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Equivalence between policy gradients and soft Q-learning

Equivalence between policy gradients and soft Q-le...

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Stochastic Neural Networks for hierarchical reinforcement learning

Stochastic Neural Networks for hierarchical reinfo...

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Unsupervised sentiment neuron

Unsupervised sentiment neuron

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Spam detection in the physical world

Spam detection in the physical world

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Evolution strategies as a scalable alternative to reinforcement learning

Evolution strategies as a scalable alternative to ...

9 years ago 21 Add to circle

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