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Arun Ahuja — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Arun Ahuja
10
papers ·
202
citations ·
20
h-index
University of Southern California
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
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
Collaborating with language models for embodied reasoning
2023 · 9 citations
Improving Multimodal Interactive Agents with Reinforcement Learning from Human Feedback
2022 · 5 citations
Imitating Language via Scalable Inverse Reinforcement Learning
2024 · 1 citations
Hierarchical reinforcement learning with natural language subgoals
2023
Top co-authors
Dhruva Tirumala
· 3
Nicolas Heess
· 3
Alexandre Galashov
· 2
Greg Wayne
· 2
Guillaume Desjardins
· 2
Hyeonwoo Noh
· 2
Ishita Dasgupta
· 2
Jost Tobias Springenberg
· 2
Leonard Hasenclever
· 2
Martin Riedmiller
· 2
Razvan Pascanu
· 2
Rob Fergus
· 2
Topics
Model-Based RL
Meta-RL
Value-Based
RLHF & Alignment
Safe RL
Policy Gradient
Exploration
Multi-Agent