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Mladen Kolar — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Mladen Kolar
9
papers ·
58
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Convergent Policy Optimization for Safe Reinforcement Learning
2019 · 31 citations
Natural Actor-Critic Converges Globally for Hierarchical Linear Quadratic Regulator
2019 · 8 citations
Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning
2021 · 8 citations
Pessimism meets VCG: Learning Dynamic Mechanism Design via Offline Reinforcement Learning
2022 · 1 citations
One Policy is Enough: Parallel Exploration with a Single Policy is Near-Optimal for Reward-Free Reinforcement Learning
2022
Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning
2024
Top co-authors
Zhuoran Yang
· 4
Zhaoran Wang
· 3
Boxiang Lyu
· 2
Boxiang Lyu
· 1
Dake Zhang
· 1
Luofeng Liao
· 1
Ming Yu
· 1
Pedro Cisneros‐Velarde
· 1
Sanmi Koyejo
· 1
Shuang Qiu
· 1
Tong Zhang
· 1
Yixin Wang
· 1
Topics
Multi-Agent
Policy Gradient
Value-Based
Offline RL
Safe RL
Model-Based RL
Exploration
Game AI