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Siddarth Venkatraman
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2020 – today
- 2024
- [c4]Siddarth Venkatraman, Shivesh Khaitan, Ravi Tej Akella, John Dolan, Jeff Schneider, Glen Berseth:
Reasoning with Latent Diffusion in Offline Reinforcement Learning. ICLR 2024 - [i5]Siddarth Venkatraman, Moksh Jain, Luca Scimeca, Minsu Kim, Marcin Sendera, Mohsin Hasan, Luke Rowe, Sarthak Mittal, Pablo Lemos, Emmanuel Bengio, Alexandre Adam, Jarrid Rector-Brooks, Yoshua Bengio, Glen Berseth, Nikolay Malkin:
Amortizing intractable inference in diffusion models for vision, language, and control. CoRR abs/2405.20971 (2024) - 2023
- [c3]Benjamin Freed, Siddarth Venkatraman, Guillaume Adrien Sartoretti, Jeff Schneider, Howie Choset:
Learning Temporally AbstractWorld Models without Online Experimentation. ICML 2023: 10338-10356 - [c2]Conor Igoe, Swapnil Pande, Siddarth Venkatraman, Jeff G. Schneider:
Multi-Alpha Soft Actor-Critic: Overcoming Stochastic Biases in Maximum Entropy Reinforcement Learning. ICRA 2023: 7162-7168 - [i4]Siddarth Venkatraman, Shivesh Khaitan, Ravi Tej Akella, John M. Dolan, Jeff G. Schneider, Glen Berseth:
Reasoning with Latent Diffusion in Offline Reinforcement Learning. CoRR abs/2309.06599 (2023) - 2022
- [j1]Shreyansh Daftry
, Neil Abcouwer, Tyler del Sesto, Siddarth Venkatraman
, Jialin Song, Lucas Igel, Amos Byon, Ugo Rosolia
, Yisong Yue, Masahiro Ono:
MLNav: Learning to Safely Navigate on Martian Terrains. IEEE Robotics Autom. Lett. 7(2): 5461-5468 (2022) - [i3]Shreyansh Daftry, Neil Abcouwer, Tyler del Sesto, Siddarth Venkatraman, Jialin Song, Lucas Igel, Amos Byon, Ugo Rosolia, Yisong Yue, Masahiro Ono:
MLNav: Learning to Safely Navigate on Martian Terrains. CoRR abs/2203.04563 (2022) - 2020
- [c1]Shivam Agarwal, Siddarth Venkatraman:
Deep Residual Neural Networks for Image in Audio Steganography (Workshop Paper). BigMM 2020: 430-434 - [i2]Shivam Agarwal, Siddarth Venkatraman:
Deep Residual Neural Networks for Image in Speech Steganography. CoRR abs/2003.13217 (2020) - [i1]Neil Abcouwer, Shreyansh Daftry, Siddarth Venkatraman, Tyler del Sesto, Olivier Toupet, Ravi Lanka, Jialin Song, Yisong Yue, Masahiro Ono:
Machine Learning Based Path Planning for Improved Rover Navigation (Pre-Print Version). CoRR abs/2011.06022 (2020)
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last updated on 2024-08-08 19:13 CEST by the dblp team
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