Charles Packer
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Multimodal Machine Learning Applications, Recommender Systems and Techniques, Image Retrieval and Classification Techniques, Topic Modeling
Most-Cited Works
- → Assessing Generalization in Deep Reinforcement Learning(2018)114 cited
- → Learning Compatibility Across Categories for Heterogeneous Item Recommendation(2016)90 cited
- Differentiable Neural Network Architecture Search(2018)
- → MemGPT: Towards LLMs as Operating Systems(2023)34 cited
- → Visually-Aware Personalized Recommendation using Interpretable Image Representations(2018)15 cited
- → Contingencies from Observations: Tractable Contingency Planning with Learned Behavior Models(2021)4 cited
- GraphZip: Mining Graph Streams using Dictionary-based Compression(2017)
- → Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL(2021)3 cited
- → GraphZip: Dictionary-based Compression for Mining Graph Streams(2017)3 cited