Dhawal Gupta
机构: Graduate Student, University of Massachusetts, Amherst
每年引用次数
引用次数
引用: 159
H-指数: 7
I10-指数 : 5
出版物: 19
Gradient Temporal-Difference Learning with Regularized Corrections
Adam White , Martha White , Sina Ghiassian , Andrew Patterson
international conference on machine learning 1 3524 -3534
3
2020
Towards integrated dialogue policy learning for multiple domains and intents using Hierarchical Deep Reinforcement Learning
Tulika Saha , Dhawal Gupta , Sriparna Saha , Pushpak Bhattacharyya
Expert Systems With Applications 162 113650
2020
A hierarchical approach for efficient multi-intent dialogue policy learning
Tulika Saha , Dhawal Gupta , Sriparna Saha , Pushpak Bhattacharyya
Multimedia Tools and Applications 1 -26
3
2020
Bayesian Optimization Based Terrestrial Gait Tuning for a 12-DOF Alligator-Inspired Robot With Active Body Undulation
Krishna Agrawal , Kushagra Jain , Dhawal Gupta , Raunak Srivastav
ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
2018
Structural credit assignment in neural networks using reinforcement learning
Dhawal Gupta , Gabor Mihucz , Matthew Schlegel , James Kostas
Advances in Neural Information Processing Systems 34 30257 -30270
2
2021
Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of rlhf
Simeng Sun , Dhawal Gupta , Mohit Iyyer
arXiv preprint arXiv:2309.09055
10
2023
Reinforcement learning based dialogue management strategy
Tulika Saha , Dhawal Gupta , Sriparna Saha , Pushpak Bhattacharyya
Neural Information Processing: 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13–16, 2018, Proceedings, Part III 25 359 -372
9
2018
A unified dialogue management strategy for multi-intent dialogue conversations in multiple languages
Tulika Saha , Dhawal Gupta , Sriparna Saha , Pushpak Bhattacharyya
Transactions on Asian and Low-Resource Language Information Processing 20 ( 6) 1 -22
4
2021
Coagent Networks: Generalized and Scaled
James E Kostas , Scott M Jordan , Yash Chandak , Georgios Theocharous
arXiv preprint arXiv:2305.09838
1
2023
Behavior Alignment via Reward Function Optimization
Dhawal Gupta , Yash Chandak , Scott Jordan , Philip S Thomas
Advances in Neural Information Processing Systems 36
3
2024
ICU-Sepsis: A Benchmark MDP Built from Real Medical Data
Kartik Choudhary , Dhawal Gupta , Philip S Thomas
arXiv preprint arXiv:2406.05646
2024
Emotion Aided Dialogue Act Classification for Task-Independent Conversations in a Multi-modal Framework
Tulika Saha , Dhawal Gupta , Sriparna Saha , Pushpak Bhattacharyya
Cognitive Computation 1 -13
26
2020
From Past to Future: Rethinking Eligibility Traces
Dhawal Gupta , Scott M Jordan , Shreyas Chaudhari , Bo Liu
arXiv preprint arXiv:2312.12972
2023
Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management
Dhawal Gupta , Yinlam Chow , Mohammad Ghavamzadeh , Craig Boutilier
arXiv preprint arXiv:2302.10850
2023
2020
A Generic Dialogue Manager using Reinforcement Learning in a Multilingual Multi-intent Multi-domain Setting
Dhawal Gupta
2019
Investigating the Utility of Off-Policy Data in PPO Algorithm
Yufeng Yuan , Dhawal Gupta
A Mixture-of-Expert Approach to RL-based Dialogue Management
Yinlam Chow , Aza Tulepbergenov , Ofir Nachum , MoonKyung Ryu
arXiv preprint arXiv:2206.00059
2
2022