Guy Tennenholtz

About Guy Tennenholtz

Guy Tennenholtz, With an exceptional h-index of 9 and a recent h-index of 8 (since 2020), a distinguished researcher at Technion - Israel Institute of Technology, specializes in the field of Reinforcement Learning, Natural Language, Causal Inference.

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

Demystifying Embedding Spaces using Large Language Models

Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding

Recommender Ecosystems: A Mechanism Design Perspective on Holistic Modeling and Optimization

DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning

Ever Evolving Evaluator (EV3): Towards Flexible and Reliable Meta-Optimization for Knowledge Distillation

Benchmarks for Reinforcement Learning with Biased Offline Data and Imperfect Simulators

Factual and Personalized Recommendations using Language Models and Reinforcement Learning

Reinforcement Learning with History-Dependent Dynamic Contexts

Guy Tennenholtz Information

University

Position

Phd Student

Citations(all)

291

Citations(since 2020)

288

Cited By

68

hIndex(all)

9

hIndex(since 2020)

8

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

Guy Tennenholtz Skills & Research Interests

Reinforcement Learning

Natural Language

Causal Inference

Top articles of Guy Tennenholtz

Demystifying Embedding Spaces using Large Language Models

arXiv preprint arXiv:2310.04475

2023/10/6

Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding

2024

Alizée Pace
Alizée Pace

H-Index: 1

Guy Tennenholtz
Guy Tennenholtz

H-Index: 4

Recommender Ecosystems: A Mechanism Design Perspective on Holistic Modeling and Optimization

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Guy Tennenholtz
Guy Tennenholtz

H-Index: 4

DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning

arXiv preprint arXiv:2402.15957

2024/2/25

Guy Tennenholtz
Guy Tennenholtz

H-Index: 4

Ever Evolving Evaluator (EV3): Towards Flexible and Reliable Meta-Optimization for Knowledge Distillation

arXiv preprint arXiv:2310.18893

2023/10/29

Benchmarks for Reinforcement Learning with Biased Offline Data and Imperfect Simulators

2023/10/13

Factual and Personalized Recommendations using Language Models and Reinforcement Learning

arXiv preprint arXiv:2310.06176

2023/10/9

Jihwan Jeong
Jihwan Jeong

H-Index: 2

Guy Tennenholtz
Guy Tennenholtz

H-Index: 4

Reinforcement Learning with History-Dependent Dynamic Contexts

2023/7/3

A Convex Relaxation Approach to Bayesian Regret Minimization in Offline Bandits

arXiv preprint arXiv:2306.01237

2023/6/2

Marek Petrik
Marek Petrik

H-Index: 14

Guy Tennenholtz
Guy Tennenholtz

H-Index: 4

Representation-Driven Reinforcement Learning

2023/7/3

Guy Tennenholtz
Guy Tennenholtz

H-Index: 4

Shie Mannor
Shie Mannor

H-Index: 56

Ranking with Popularity Bias: User Welfare under Self-Amplification Dynamics

arXiv preprint arXiv:2305.18333

2023/5/24

Guy Tennenholtz
Guy Tennenholtz

H-Index: 4

Nadav Merlis
Nadav Merlis

H-Index: 4

Uncertainty Estimation Using Riemannian Model Dynamics for Offline Reinforcement Learning

Advances in Neural Information Processing Systems

2022/12/6

Guy Tennenholtz
Guy Tennenholtz

H-Index: 4

Shie Mannor
Shie Mannor

H-Index: 56

Reinforcement Learning with a Terminator

Advances in Neural Information Processing Systems

2022/12/6

On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning

arXiv preprint arXiv:2110.06539

2021/10/13

Locality Matters: A Scalable Value Decomposition Approach for Cooperative Multi-Agent Reinforcement Learning

Proceedings of the AAAI Conference on Artificial Intelligence

2022/6/28

Shie Mannor
Shie Mannor

H-Index: 56

Guy Tennenholtz
Guy Tennenholtz

H-Index: 4

Maximum entropy reinforcement learning with mixture policies

arXiv preprint arXiv:2103.10176

2021/3/18

Bandits with Partially Observable Confounded Data

2021/12/1

Action Redundancy in Reinforcement Learning

2021/12/1

The Pendulum Arrangement: Maximizing the Escape Time of Heterogeneous Random Walks

arXiv preprint arXiv:2007.13232

2020/7/26

Sequential vaccination for containing epidemics

medRxiv

2020/4/14

Guy Tennenholtz
Guy Tennenholtz

H-Index: 4

Shie Mannor
Shie Mannor

H-Index: 56

See List of Professors in Guy Tennenholtz University(Technion - Israel Institute of Technology)

Co-Authors

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