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Dhruva Tirumala — most-cited papers & profile · Reinforcement Learning
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overview
Dhruva Tirumala
11
papers ·
464
citations ·
11
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning to reinforcement learn
2016 · 380 citations
V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control
2019 · 39 citations
Exploiting Hierarchy for Learning and Transfer in KL-regularized RL
2019 · 20 citations
Behavior Priors for Efficient Reinforcement Learning
2020 · 14 citations
Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning
2023 · 6 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
What Matters for Simulation to Online Reinforcement Learning on Real Robots
2026
A KL-regularization Framework for Learning to Plan with Adaptive Priors
2025
Top co-authors
Nicolas Heess
· 7
Leonard Hasenclever
· 5
Markus Wulfmeier
· 5
Martin Riedmiller
· 4
Tuomas Haarnoja
· 4
Arun Ahuja
· 3
Guy Lever
· 3
Jan Humplik
· 3
Abbas Abdolmaleki
· 2
Alexandre Galashov
· 2
Arunkumar Byravan
· 2
Benjamin M. Moran
· 2
Topics
Model-Based RL
Exploration
Meta-RL
Policy Gradient
Value-Based
Safe RL
Game AI
Multi-Agent
Offline RL