Doctoral Theses: Recent submissions

Now showing items 274-276 of 23400

    • Discovering and Engineering the Computation Underlying Large Intelligent Agents 

      Sharma, Pratyusha (Massachusetts Institute of Technology, 2025-05)
      The richness of language and intelligent behavior has often been attributed to latent compositional structure. Can we build tools for discovering how deep networks learn and represent this latent structure implicitly? And ...

    • Generative Diffusion Models Towards De Novo Protein Design 

      Yim, Jason (Massachusetts Institute of Technology, 2025-05)
      De novo protein design aims to generate proteins with desired functions by rationally engineering novel protein structures and sequences. The structure requires modeling continuous 3D coordinates of atoms with rigid ...

    • Learning to Solve Long-Horizon Robot Manipulation Problems 

      Yang, Zhutian (Massachusetts Institute of Technology, 2025-05)
      If we want mobile robots that perform multi-step tasks in visually diverse and geometrically complex environments, we need them to quickly decide what to do and how to do it. Manipulating multiple objects in environments ...