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Ayush Jain — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ayush Jain
12
papers ·
48
citations ·
13
h-index
Duke University · Duke Medical Center · MIT Art, Design and Technology University
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games
2022 · 13 citations
Generalization to New Actions in Reinforcement Learning
2020 · 10 citations
Variance Penalized On-Policy and Off-Policy Actor-Critic
2021 · 3 citations
QMP: Q-switch Mixture of Policies for Multi-Task Behavior Sharing
2023 · 1 citations
Diffusion-ES: Gradient-free Planning with Diffusion for Autonomous Driving and Zero-Shot Instruction Following
2024 · 1 citations
Actor-Free Continuous Control via Structurally Maximizable Q-Functions
2025
Mitigating Suboptimality of Deterministic Policy Gradients in Complex Q-functions
2024
Top co-authors
Erdem B{\i}y{\i}k
· 2
Joseph J. Lim
· 2
Andrew Szot
· 1
Arushi Jain
· 1
Brian Yang
· 1
Doina Precup
· 1
Gandharv Patil
· 1
Georgios Piliouras
· 1
Grace Zhang
· 1
Huangyuan Su
· 1
Injune Hwang
· 1
Jeff Schneider
· 1
Topics
Value-Based
Policy Gradient
Exploration
Model-Based RL
Meta-RL
Multi-Agent
Safe RL
Game AI
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