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Sonia Chernova

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Papers (13)

  1. Many-to-Many Multi-Agent Pickup and Delivery cs.RO · 2026 · author #6
  2. Active Learning within Constrained Environments through Imitation of an Expert Questioner cs.LG · 2019 · author #3
  3. Leveraging Semantics for Incremental Learning in Multi-Relational Embeddings cs.LG · 2019 · author #4
  4. Skill Acquisition via Automated Multi-Coordinate Cost Balancing cs.RO · 2019 · author #4
  5. RoboCSE: Robot Common Sense Embedding cs.RO · 2019 · author #4
  6. Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer cs.CV · 2018 · author #4
  7. Learning Generalizable Robot Skills from Demonstrations in Cluttered Environments cs.RO · 2018 · author #4
  8. Classification of Household Materials via Spectroscopy cs.RO · 2018 · author #3
  9. Action Categorization for Computationally Improved Task Learning and Planning cs.AI · 2018 · author #2
  10. Effects of Interruptibility-Aware Robot Behavior cs.RO · 2018 · author #4
  11. Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks cs.RO · 2017 · author #2
  12. Situated Structure Learning of a Bayesian Logic Network for Commonsense Reasoning cs.AI · 2016 · author #2
  13. Interactive Policy Learning through Confidence-Based Autonomy cs.AI · 2014 · author #1

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