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Archit Sharma — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Archit Sharma
20
papers ·
195
citations ·
14
h-index
University of Iowa · University of Iowa Health Care
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Dynamics-Aware Unsupervised Discovery of Skills
2019 · 75 citations
Emergent Real-World Robotic Skills via Unsupervised Off-Policy Reinforcement Learning
2020 · 10 citations
When to Ask for Help: Proactive Interventions in Autonomous Reinforcement Learning
2022 · 4 citations
Variational Empowerment as Representation Learning for Goal-Based Reinforcement Learning
2021 · 3 citations
Autonomous Reinforcement Learning: Formalism and Benchmarking
2021 · 3 citations
A State-Distribution Matching Approach to Non-Episodic Reinforcement Learning
2022 · 3 citations
You Only Live Once: Single-Life Reinforcement Learning
2022 · 3 citations
Self-Improving Robots: End-to-End Autonomous Visuomotor Reinforcement Learning
2023 · 2 citations
Offline Retraining for Online RL: Decoupled Policy Learning to Mitigate Exploration Bias
2023 · 1 citations
Robot Fine-Tuning Made Easy: Pre-Training Rewards and Policies for Autonomous Real-World Reinforcement Learning
2023 · 1 citations
A Critical Evaluation of AI Feedback for Aligning Large Language Models
2024 · 1 citations
Discriminator Augmented Model-Based Reinforcement Learning
2021
Autonomous Reinforcement Learning via Subgoal Curricula
2021
SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning
2024
Policy Agnostic RL: Offline RL and Online RL Fine-Tuning of Any Class and Backbone
2024
Top co-authors
Chelsea Finn
· 12
Sergey Levine
· 8
Karol Hausman
· 4
Max Sobol Mark
· 3
Abhishek Gupta
· 2
Fahim Tajwar
· 2
Rehaan Ahmad
· 2
Shixiang Gu
· 2
Vikash Kumar
· 2
Abhishek Gupta
· 1
Ahmed M. Ahmed
· 1
Allan Zhou
· 1
Topics
Exploration
Model-Based RL
Meta-RL
Offline RL
Value-Based
Policy Gradient
Safe RL
RLHF & Alignment