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UC Berkeley
- Pittsburgh, PA
- https://www.cs.cmu.edu/~dpathak/
- @pathak2206
Highlights
- Pro
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noreward-rl Public
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
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seg-by-interaction Public
Unsupervised instance segmentation via active robot interaction
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context-encoder Public
[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
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dreamer Public
Forked from google-research/dreamerDream to Control: Learning Behaviors by Latent Imagination
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hierarchical-imitation Public
[NeurIPS 2019] Code for Hierarchical Third-Person Imitation Learning
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modular-assemblies Public
[NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"
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exploration-by-disagreement Public
[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement
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pyflow Public
Fast, accurate and easy to run dense optical flow with python wrapper
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unsupervised-video Public
[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web
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large-scale-curiosity-1 Public
Forked from openai/large-scale-curiosityCode for the paper "Large-Scale Study of Curiosity-Driven Learning"
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baselines Public
Forked from openai/baselinesOpenAI Baselines: high-quality implementations of reinforcement learning algorithms
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zeroshot-imitation Public
[ICLR 2018] TensorFlow code for zero-shot visual imitation by self-supervised exploration
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gym-pull Public
Forked from ppaquette/gym-pullAdd-on for OpenAI Gym that supports automatic downloading of user environments.
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videoseg Public
[CVPR 2017] Video motion segmentation and tracking
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ccnn Public
[ICCV 2015] Framework for optimizing CNNs with linear constraints for Semantic Segmentation
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corr_clustering Public
Correlation Clustering Project