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Lior Shani — most-cited papers & profile · Reinforcement Learning
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·
overview
Lior Shani
14
papers ·
129
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Mirror Descent Policy Optimization
2020 · 24 citations
Optimistic Policy Optimization with Bandit Feedback
2020 · 20 citations
Exploration Conscious Reinforcement Learning Revisited
2018 · 5 citations
Reinforcement Learning with Discrete Diffusion Policies for Combinatorial Action Spaces
2025 · 4 citations
Multi-turn Reinforcement Learning from Preference Human Feedback
2024 · 1 citations
Offline Regularised Reinforcement Learning for Large Language Models Alignment
2024 · 1 citations
Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs
2019
Online Apprenticeship Learning
2021
Reinforcement Learning with a Terminator
2022
Reinforcement Learning with History-Dependent Dynamic Contexts
2023
Top co-authors
Shie Mannor
· 6
Aviv Rosenberg
· 3
Bilal Piot
· 2
Craig Boutilier
· 2
Daniele Calandriello
· 2
Rémi Munos
· 2
Aliaksei Severyn
· 1
Asaf Cassel
· 1
Avinatan Hassidim
· 1
Bernardo Ávila Pires
· 1
Bo Dai
· 1
Daniel Guo
· 1
Topics
Model-Based RL
Policy Gradient
Exploration
Value-Based
Safe RL
RLHF & Alignment
cs.LG
Game AI
Multi-Agent
Offline RL