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Martin Tak\'a\v{c — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Martin Tak\'a\v{c
29
papers ·
233
citations
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Most-cited papers
Reinforcement Learning for Solving the Vehicle Routing Problem
2018 · 169 citations
A Deep Q-Network for the Beer Game: A Deep Reinforcement Learning algorithm to Solve Inventory Optimization Problems
2017 · 16 citations
A Layered Architecture for Active Perception: Image Classification using Deep Reinforcement Learning
2019 · 7 citations
Don't Forget Your Teacher: A Corrective Reinforcement Learning Framework
2019 · 1 citations
Dual Advantage Fields
2026
Algorithm for Constrained Markov Decision Process with Linear Convergence
2022
FRESCO: Federated Reinforcement Energy System for Cooperative Optimization
2024
Enhancing Policy Gradient with the Polyak Step-Size Adaption
2024
Top co-authors
Mohammadreza Nazari
· 3
Lawrence V. Snyder
· 2
Afshin Oroojlooy
· 1
Afshin Oroojlooyjadid
· 1
Alexander Gasnikov
· 1
Alexander Nikulin
· 1
Alexey Zemtsov
· 1
Arip Asadulaev
· 1
Chen Fan
· 1
Dmitry V. Dylov
· 1
Egor Gladin
· 1
Fakhri Karray
· 1
Topics
Policy Gradient
Value-Based
Multi-Agent
Safe RL
Offline RL
Game AI
Meta-RL
Model-Based RL