Prasoon Goyal
Amazon (United States)(US)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Reinforcement Learning in Robotics, Topic Modeling, Natural Language Processing Techniques
Most-Cited Works
- → End to End Learning for Self-Driving Cars(2016)3,101 cited
- → Nonparametric Variational Auto-Encoders for Hierarchical Representation Learning(2017)83 cited
- Local Deep Kernel Learning for Efficient Non-linear SVM Prediction(2013)
- → Using Natural Language for Reward Shaping in Reinforcement Learning(2019)28 cited
- → Transliterated Mobile Keyboard Input via Weighted Finite-State Transducers(2017)26 cited
- → PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards(2020)12 cited
- New Rules for Domain Independent Lifted MAP Inference(2014)
- → CH-MARL: A Multimodal Benchmark for Cooperative, Heterogeneous Multi-Agent Reinforcement Learning(2022)6 cited
- → Smokeless tobacco: Profiling sachets and pattern of use among low socioeconomic population of Puducherry(2017)5 cited