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Tuomas Haarnoja — most-cited papers & profile · Reinforcement Learning
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overview
Tuomas Haarnoja
12
papers ·
8042
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
2018 · 3503 citations
Soft Actor-Critic Algorithms and Applications
2018 · 1967 citations
Reinforcement Learning with Deep Energy-Based Policies
2017 · 434 citations
Latent Space Policies for Hierarchical Reinforcement Learning
2018 · 74 citations
Learning to Walk via Deep Reinforcement Learning
2018 · 42 citations
Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning
2023 · 6 citations
Dynamical Distance Learning for Semi-Supervised and Unsupervised Skill Discovery
2019 · 3 citations
Learning Robot Soccer from Egocentric Vision with Deep Reinforcement Learning
2024 · 2 citations
SkillS: Adaptive Skill Sequencing for Efficient Temporally-Extended Exploration
2022 · 1 citations
Replay across Experiments: A Natural Extension of Off-Policy RL
2023 · 1 citations
Top co-authors
Sergey Levine
· 6
Dhruva Tirumala
· 4
Kristian Hartikainen
· 4
Markus Wulfmeier
· 4
Nicolas Heess
· 4
Pieter Abbeel
· 4
Aurick Zhou
· 3
Guy Lever
· 3
Jan Humplik
· 3
Leonard Hasenclever
· 3
Martin Riedmiller
· 3
Arunkumar Byravan
· 2
Topics
Policy Gradient
Exploration
Safe RL
Model-Based RL
Offline RL
Meta-RL
Game AI
Multi-Agent
Value-Based