{"id":23253264,"url":"https://github.com/sharathraparthy/research-readings","last_synced_at":"2025-07-10T20:08:00.546Z","repository":{"id":71133360,"uuid":"331983992","full_name":"SharathRaparthy/research-readings","owner":"SharathRaparthy","description":"A personal project where I publish my research paper notes  on a weekly basis. 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My plan is to update this repository on a weekly basis. I concentrate majorly on deep learning, reinforcement learning and some math concepts. We are also maintaining [another repository](https://github.com/IvLabs/ResearchPaperNotes) where we cover robotics literature. Please check that out if you are a roboticist.\n  \n\n\n## List of papers\n* [Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/B1ngQXn2d)\n* [Object Files and Schemata: Factorizing Declarative and Procedural Knowledge in Dynamical Systems](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/S1bZE-X3u)\n* [Neurips month](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/BJo5UNk9u)\n* [Deep Equilibrium Models ](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/HJwYkX9rd)\n* [Universal Transformer](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/rJIXkXqHu)\n* [Stackelberg Actor-critic: A game theoretic perspective](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/rJFUQA1QO)\n* [Opening the Black Box: Low-Dimensional Dynamics in High-Dimensional Recurrent Neural Networks](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/B1mLneEMu)\n* [Attention is All You Need](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/HyDfftcWu)\n* [Recurrent Independent Mechanisms](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/BkydH2cx_)\n* [Convexity and Convergence in Gradient Descent](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/ByIMT8Zg_)\n* [Notes on Stability of Dynamical Systems](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/rkq_V2Cyd)\n* [Radial Bayesian Neural Networks](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/SySL97y3D)\n* [When do curricula work?](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/rk-wOnG1u)\n* [Curriculum Learning in Reinforcement Learning](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/Sy0IVj8Ju)\n* [Learning Agile and Dynamic Motor Skills for Legged Robots](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/ByzYzEhVS)\n* [Reinforcement Learning via Fenchel Rockafellar Duality](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/rkZ5s2Y1P)\n* [Off-Policy Actor-Critic](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/BkcB-xwvI)\n* [Combining Physical Simulators and Object-Based Networks for Control](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/Sy6GPG9MB)\n* [Notes on Reproducing Kernel Hilbert Spaces](https://hackmd.io/@FtbpSED3RQWclbmbmkChEA/rkTjKdRMS)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsharathraparthy%2Fresearch-readings","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsharathraparthy%2Fresearch-readings","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsharathraparthy%2Fresearch-readings/lists"}