Tanmay Shankar
  • About Me
  • Research
    • Parsing by Imitation
    • RL via RCNNs
    • Hierarchical RL
    • VectorFields
    • Stanford Internship
    • Carnegie Mellon Internship
    • Semantic Context based Robot Exploration
    • HyAWET
    • InViSyBlE
    • Cutting Edge Technology

Learning Neural Parsers via Determinisitc Differentiable Imitation Learning

​My research with Dr. Kris Kitani and Dr. Katharina Muelling at the Robotics Institute addresses parsing images via imitation and reinforcement learning.

Our paper was accepted to CoRL 2018! Check it out here: 
  • Tanmay Shankar, Nicholas Rhinehart, Katharina Muelling, Kris M. Kitani, "Learning Neural Parsers via Deterministic Differentiable Imitation Learning", Conference on Robot Learning - CoRL 2018. 

Here is a short talk I gave at the Causal Imitation in Robotics workshop at RSS 2018! 
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  • About Me
  • Research
    • Parsing by Imitation
    • RL via RCNNs
    • Hierarchical RL
    • VectorFields
    • Stanford Internship
    • Carnegie Mellon Internship
    • Semantic Context based Robot Exploration
    • HyAWET
    • InViSyBlE
    • Cutting Edge Technology