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Lior Shani — most-cited papers & profile · Large Language Models
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·
overview
Lior Shani
11
papers ·
53
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
Enhancing Personalized Multi-Turn Dialogue with Curiosity Reward
2025 · 1 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
Jiaxing Wu
· 1
Marwa Abdulhai
· 1
Natasha Jaques
· 1
Yanming Wan
· 1
Topics
Model-Based RL
Policy Gradient
Exploration
Value-Based
Safe RL
RLHF & Alignment
LLM-based
Cold Start & Cross-Domain
Sequential & Session
Game AI