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ORCIDVikranth Reddy Dwaracherla
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2020 – today
- 2024
[c7]Vikranth Dwaracherla, Seyed Mohammad Asghari, Botao Hao, Benjamin Van Roy:
Efficient Exploration for LLMs. ICML 2024- [i10]Vikranth Dwaracherla, Seyed Mohammad Asghari, Botao Hao, Benjamin Van Roy:
Efficient Exploration for LLMs. CoRR abs/2402.00396 (2024) - 2023
- [j5]Xiuyuan Lu, Benjamin Van Roy, Vikranth Dwaracherla, Morteza Ibrahimi, Ian Osband, Zheng Wen:
Reinforcement Learning, Bit by Bit. Found. Trends Mach. Learn. 16(6): 733-865 (2023) - [j4]Vikranth Dwaracherla, Zheng Wen, Ian Osband, Xiuyuan Lu, Seyed Mohammad Asghari, Benjamin Van Roy:
Ensembles for Uncertainty Estimation: Benefits of Prior Functions and Bootstrapping. Trans. Mach. Learn. Res. 2023 (2023) - [c6]Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Morteza Ibrahimi, Xiuyuan Lu, Benjamin Van Roy:
Epistemic Neural Networks. NeurIPS 2023 - [c5]Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Morteza Ibrahimi, Xiuyuan Lu, Benjamin Van Roy:
Approximate Thompson Sampling via Epistemic Neural Networks. UAI 2023: 1586-1595 - [i9]Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Morteza Ibrahimi, Xiuyuan Lu, Benjamin Van Roy:
Approximate Thompson Sampling via Epistemic Neural Networks. CoRR abs/2302.09205 (2023) - 2022
- [c4]Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Xiuyuan Lu, Morteza Ibrahimi, Dieterich Lawson, Botao Hao, Brendan O'Donoghue, Benjamin Van Roy:
The Neural Testbed: Evaluating Joint Predictions. NeurIPS 2022 - [c3]Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Xiuyuan Lu, Benjamin Van Roy:
Evaluating high-order predictive distributions in deep learning. UAI 2022: 1552-1560 - [i8]Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Xiuyuan Lu, Benjamin Van Roy:
Evaluating High-Order Predictive Distributions in Deep Learning. CoRR abs/2202.13509 (2022) - [i7]Vikranth Dwaracherla, Zheng Wen, Ian Osband, Xiuyuan Lu, Seyed Mohammad Asghari, Benjamin Van Roy:
Ensembles for Uncertainty Estimation: Benefits of Prior Functions and Bootstrapping. CoRR abs/2206.03633 (2022) - [i6]Xiuyuan Lu, Ian Osband, Seyed Mohammad Asghari, Sven Gowal, Vikranth Dwaracherla, Zheng Wen, Benjamin Van Roy:
Robustness of Epinets against Distributional Shifts. CoRR abs/2207.00137 (2022) - 2021
- [i5]Xiuyuan Lu, Benjamin Van Roy, Vikranth Dwaracherla, Morteza Ibrahimi, Ian Osband, Zheng Wen:
Reinforcement Learning, Bit by Bit. CoRR abs/2103.04047 (2021) - [i4]Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Botao Hao, Morteza Ibrahimi, Dieterich Lawson, Xiuyuan Lu, Brendan O'Donoghue, Benjamin Van Roy:
Evaluating Predictive Distributions: Does Bayesian Deep Learning Work? CoRR abs/2110.04629 (2021) - 2020
- [c2]Vikranth Dwaracherla, Xiuyuan Lu, Morteza Ibrahimi, Ian Osband, Zheng Wen, Benjamin Van Roy:
Hypermodels for Exploration. ICLR 2020 - [i3]Vikranth Dwaracherla, Benjamin Van Roy:
Langevin DQN. CoRR abs/2002.07282 (2020) - [i2]Vikranth Dwaracherla, Xiuyuan Lu, Morteza Ibrahimi, Ian Osband, Zheng Wen, Benjamin Van Roy:
Hypermodels for Exploration. CoRR abs/2006.07464 (2020)
2010 – 2019
- 2018
- [j3]Lin Shao
, Parth Shah, Vikranth Dwaracherla, Jeannette Bohg:
Motion-Based Object Segmentation Based on Dense RGB-D Scene Flow. IEEE Robotics Autom. Lett. 3(4): 3797-3804 (2018) - [i1]Lin Shao, Parth Shah, Vikranth Dwaracherla, Jeannette Bohg:
Motion-based Object Segmentation based on Dense RGB-D Scene Flow. CoRR abs/1804.05195 (2018) - 2017
- [j2]Vivek S. Borkar, Vikranth Reddy Dwaracherla, Neeraja Sahasrabudhe:
Gradient Estimation with Simultaneous Perturbation and Compressive Sensing. J. Mach. Learn. Res. 18: 161:1-161:27 (2017) - 2016
- [j1]Anupa Sabnis, Arunkumar G. K., Vikranth Reddy Dwaracherla, Leena Vachhani:
Probabilistic Approach for Visual Homing of a Mobile Robot in the Presence of Dynamic Obstacles. IEEE Trans. Ind. Electron. 63(9): 5523-5533 (2016) - [c1]Vikranth Reddy Dwaracherla, Shantanu Thakar, G. K. Arun Kumar, Leena Vachhani:
Discrete time position feedback based steering control for autonomous homing of a mobile robot. ICCA 2016: 773-778
Coauthor Index
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