Tanmay Gangwani

About Tanmay Gangwani

Tanmay Gangwani, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Reinforcement Learning, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multi-Objective Optimization via Wasserstein-Fisher-Rao Gradient Flow

Towards Sequential Counterfactual Learning to Rank

Selective Uncertainty Propagation in Offline RL

Imitation Learning from Observations under Transition Model Disparity

Reinforcement learning with supervision beyond environmental rewards

Harnessing distribution ratio estimators for learning agents with quality and diversity

Hindsight Foresight Relabeling for Meta-Reinforcement Learning

Learning belief representations for imitation learning in pomdps

Tanmay Gangwani Information

University

Position

___

Citations(all)

280

Citations(since 2020)

268

Cited By

89

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Tanmay Gangwani Skills & Research Interests

Reinforcement Learning

Deep Learning

Top articles of Tanmay Gangwani

Multi-Objective Optimization via Wasserstein-Fisher-Rao Gradient Flow

2024/4/18

Towards Sequential Counterfactual Learning to Rank

2023/11/26

Tanmay Gangwani
Tanmay Gangwani

H-Index: 5

Anshuka Rangi
Anshuka Rangi

H-Index: 6

Selective Uncertainty Propagation in Offline RL

arXiv preprint arXiv:2302.00284

2023/2/1

Imitation Learning from Observations under Transition Model Disparity

arXiv preprint arXiv:2204.11446

2022/4/25

Reinforcement learning with supervision beyond environmental rewards

2021/12/3

Tanmay Gangwani
Tanmay Gangwani

H-Index: 5

Harnessing distribution ratio estimators for learning agents with quality and diversity

2021/10/4

Hindsight Foresight Relabeling for Meta-Reinforcement Learning

arXiv preprint arXiv:2109.09031

2021/9/18

Jian Peng
Jian Peng

H-Index: 8

Tanmay Gangwani
Tanmay Gangwani

H-Index: 5

Learning belief representations for imitation learning in pomdps

2020/8/6

Snug: architectural support for relaxed concurrent priority queueing in chip multiprocessors

2020/6/29

Mutual Information Based Knowledge Transfer Under State-Action Dimension Mismatch

arXiv preprint arXiv:2006.07041

2020/6/12

Tanmay Gangwani
Tanmay Gangwani

H-Index: 5

Jian Peng
Jian Peng

H-Index: 8

State-only Imitation with Transition Dynamics Mismatch

arXiv preprint arXiv:2002.11879

2020/2/27

Tanmay Gangwani
Tanmay Gangwani

H-Index: 5

Jian Peng
Jian Peng

H-Index: 8

Learning Guidance Rewards with Trajectory-space Smoothing

Advances in Neural Information Processing Systems

2020

See List of Professors in Tanmay Gangwani University(University of Illinois at Urbana-Champaign)

Co-Authors

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