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Career

· Lead Author of MemGPT, UC Berkeley2024–

Publications (13)

Assessing Generalization in Deep Reinforcement Learning
arXiv.org · 2018
263
cited
Learning Compatibility Across Categories for Heterogeneous Item Recommendation
Industrial Conference on Data Mining · 2016
106
cited
Differentiable Neural Network Architecture Search
International Conference on Learning Representations · 2018
92
cited
Contingencies from Observations: Tractable Contingency Planning with Learned Behavior Models
IEEE International Conference on Robotics and Automation · 2021
39
cited
Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL
Neural Information Processing Systems · 2021
22
cited
Is Anyone There? Learning a Planner Contingent on Perceptual Uncertainty
Conference on Robot Learning · 2022
19
cited
Visually-Aware Personalized Recommendation using Interpretable Image Representations
arXiv.org · 2018
19
cited
GraphZip: Mining Graph Streams using Dictionary-based Compression
2017
4
cited
GraphZip: Dictionary-based Compression for Mining Graph Streams
arXiv.org · 2017
3
cited
CARFF: Conditional Auto-encoded Radiance Field for 3D Scene Forecasting
European Conference on Computer Vision · 2024
2
cited
Bid-war : Human or Robot ? June 2 , 2015
2015
ETWORK A RCHITECTURE S EARCH
2018
Monomer: Non-Metric Mixtures-of-Embeddings for Learning Visual Compatibility Across Categories
arXiv.org · 2016
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Charles Packer | Researcher Profile | Sotabase | Sotabase