One Slide Summary
Studying Artificial Intelligence, from backbone to application.
Using TensorBoard with PyTorch 1.1+
Since PyTorch 1.1, tensorboard is now natively supported in PyTorch. This post contains detailed instuctions to install tensorboard.
02 May 2019
Collapsible Code Blocks in GitHub Pages
Here is a quick guide on using collapsible code blocks in GitHub pages. This might be useful when there is a large output that might...
02 May 2019
RL Weekly 16: Why Performance Plateaus May Occur, and Compressing DQNs
In this issue, we introduce 'ray interference,' a possible cause of performance plateaus in deep reinforcement learning conjectured by Google DeepMind. We also introduce a...
30 Apr 2019
RL Weekly 15: Learning without Rewards: from Active Queries or Suboptimal Demonstrations
In this issue, we introduce VICE-RAQ by UC Berkeley and T-REX by UT Austin and Preferred Networks. VICE-RAQ trains a classifier to infer rewards from...
22 Apr 2019
RL Weekly 14: OpenAI Five and Berkeley Blue
In this week's issue, we summarize the Dota 2 match between OpenAI Five and OG eSports and introduce Blue, a new low-cost robot developed by...
15 Apr 2019
RL Weekly 13: Learning to Toss, Learning to Paint, and How to Explain RL
In this week's issue, we summarize results from Princeton, Google, Columbia, and MIT on training a robot arm to throw objects. We also look at...
01 Apr 2019
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