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Deepak Pathak — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Deepak Pathak
77
papers ·
2152
citations ·
30
h-index
Carnegie Mellon University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Large-Scale Study of Curiosity-Driven Learning
2018 · 367 citations
Human-to-Robot Imitation in the Wild
2022 · 77 citations
Planning to Explore via Self-Supervised World Models
2020 · 61 citations
One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control
2020 · 26 citations
Deep Whole-Body Control: Learning a Unified Policy for Manipulation and Locomotion
2022 · 26 citations
Accelerating Robotic Reinforcement Learning via Parameterized Action Primitives
2021 · 25 citations
Generalization in Dexterous Manipulation via Geometry-Aware Multi-Task Learning
2021 · 24 citations
Hierarchical Neural Dynamic Policies
2021 · 16 citations
Neural Dynamic Policies for End-to-End Sensorimotor Learning
2020 · 9 citations
Aligning Text-to-Image Diffusion Models with Reward Backpropagation
2023 · 5 citations
Unsupervised Learning of Visual 3D Keypoints for Control
2021 · 1 citations
Functional Regularization for Reinforcement Learning via Learned Fourier Features
2021 · 1 citations
Solving Physics Olympiad via Reinforcement Learning on Physics Simulators
2026
Expanding the Capabilities of Reinforcement Learning via Text Feedback
2026
Maximizing Confidence Alone Improves Reasoning
2025
Top co-authors
Abhinav Gupta
· 3
Katerina Fragkiadaki
· 3
Mihir Prabhudesai
· 3
Pieter Abbeel
· 3
Shikhar Bahl
· 3
Igor Mordatch
· 2
Lili Chen
· 2
Wenlong Huang
· 2
Aarti Singh
· 1
Alexander C. Li
· 1
Alexei A. Efros
· 1
Alex Ippoliti
· 1
Topics
Model-Based RL
Exploration
Meta-RL
Policy Gradient
cs.LG
RLHF & Alignment
Multi-Agent
Value-Based
cs.AI
cs.CV