Nicklas Hansen

Results 9 repositories owned by Nicklas Hansen

rnn_lstm_from_scratch

236
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How to build RNNs and LSTMs from scratch with NumPy.

tdmpc

257
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49
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Code for "Temporal Difference Learning for Model Predictive Control"

policy-adaptation-during-deployment

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Training code and evaluation benchmarks for the "Self-Supervised Policy Adaptation during Deployment" paper.

neural-net-optimization

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PyTorch implementations of recent optimization algorithms for deep learning.

dmcontrol-generalization-benchmark

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DMControl Generalization Benchmark

minimal-nas

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5
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Minimal implementation of a Neural Architecture Search system.

tdmpc2

343
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71
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Code for "TD-MPC2: Scalable, Robust World Models for Continuous Control"

puppeteer

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Code for "Hierarchical World Models as Visual Whole-Body Humanoid Controllers"