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1.

Does GPT-2 Know Your Phone Number?

bair.berkeley.edu

5 years ago

321 points

2.

Reinforcement learning is supervised learning on optimized data

bair.berkeley.edu

6 years ago

241 points

3.

How to Escape Saddle Points Efficiently

bair.berkeley.edu

9 years ago

144 points

4.

Learning Diverse Skills via Maximum Entropy Deep Reinforcement Learning

bair.berkeley.edu

9 years ago

139 points

5.

Sample Efficient Evolutionary Algorithm for Analog Circuit Design

bair.berkeley.edu

7 years ago

114 points

6.

End-to-End Deep Reinforcement Learning Without Reward Engineering

bair.berkeley.edu

7 years ago

112 points

7.

TDM: From Model-Free to Model-Based Deep Reinforcement Learning

bair.berkeley.edu

8 years ago

97 points

8.

Model-Based Reinforcement Learning with Neural Network Dynamics

bair.berkeley.edu

9 years ago

96 points

9.

The Emergence of a Fovea While Learning to Attend (2017)

bair.berkeley.edu

7 years ago

88 points

10.

Learning Acrobatics by Watching YouTube

bair.berkeley.edu

8 years ago

85 points

11.

One-Shot Imitation from Watching Videos

bair.berkeley.edu

8 years ago

83 points

12.

Drilling Down on Depth Sensing and Deep Learning

bair.berkeley.edu

8 years ago

81 points

13.

The Berkeley Crossword Solver

bair.berkeley.edu

4 years ago

71 points

14.

Scaling Up Reinforcement Learning for Traffic Smoothing

bair.berkeley.edu

a year ago

71 points

15.

The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games

bair.berkeley.edu

5 years ago

67 points

16.

Delayed Impact of Fair Machine Learning

bair.berkeley.edu

8 years ago

63 points

17.

An Open Source Tool for Scaling Multi-Agent Reinforcement Learning

bair.berkeley.edu

8 years ago

62 points

18.

Decentralized Reinforcement Learning

bair.berkeley.edu

6 years ago

61 points

19.

Kernel Feature Selection via Conditional Covariance Minimization

bair.berkeley.edu

8 years ago

58 points

20.

Visual Model-Based Reinforcement Learning as a Path Towards Generalist Robots

bair.berkeley.edu

8 years ago

55 points

21.

Towards a Virtual Stuntman

bair.berkeley.edu

8 years ago

51 points

22.

Robots That Learn to Use Improvised Tools

bair.berkeley.edu

7 years ago

46 points

23.

Learning State Abstractions for Long-Horizon Planning

bair.berkeley.edu

6 years ago

43 points

24.

Large-Scale Long-Tailed Recognition in an Open World

bair.berkeley.edu

7 years ago

28 points

25.

Accelerating Ukraine Intelligence Analysis with Computer Vision on SAR Imagery

bair.berkeley.edu

4 years ago

26 points

26.

Koala: A Dialogue Model for Academic Research

bair.berkeley.edu

3 years ago

13 points

27.

Ray: A Distributed System for AI

bair.berkeley.edu

8 years ago

13 points

28.

Modeling Large Images with XT

bair.berkeley.edu

2 years ago

10 points

29.

Introducing the BAIR Blog

bair.berkeley.edu

9 years ago

9 points

30.

Model-Based Reinforcement Learning: Theory and Practice

bair.berkeley.edu

7 years ago

7 points