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David Held — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
David Held
29
papers ·
733
citations ·
68
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Automatic Goal Generation for Reinforcement Learning Agents
2017 · 147 citations
Reverse Curriculum Generation for Reinforcement Learning
2017 · 140 citations
Constrained Policy Optimization
2017 · 112 citations
SoftGym: Benchmarking Deep Reinforcement Learning for Deformable Object Manipulation
2020 · 68 citations
DiffSkill: Skill Abstraction from Differentiable Physics for Deformable Object Manipulations with Tools
2022 · 14 citations
PLAS: Latent Action Space for Offline Reinforcement Learning
2020 · 13 citations
Reinforcement Learning without Ground-Truth State
2019 · 9 citations
Lyapunov Barrier Policy Optimization
2021 · 9 citations
ROLL: Visual Self-Supervised Reinforcement Learning with Object Reasoning
2020 · 8 citations
Learning to Grasp the Ungraspable with Emergent Extrinsic Dexterity
2022 · 8 citations
RL-VLM-F: Reinforcement Learning from Vision Language Foundation Model Feedback
2024 · 6 citations
Learning Off-Policy with Online Planning
2020 · 1 citations
HACMan: Learning Hybrid Actor-Critic Maps for 6D Non-Prehensile Manipulation
2023 · 1 citations
DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning
2024 · 1 citations
Reinforcement Learning in a Safety-Embedded MDP with Trajectory Optimization
2023
Top co-authors
Wenxuan Zhou
· 7
Pieter Abbeel
· 3
Xingyu Lin
· 3
Zackory Erickson
· 3
Bowen Jiang
· 2
Carlos Florensa
· 2
Chris Paxton
· 2
Fan Yang
· 2
Harshit Sikchi
· 2
Yufei Wang
· 2
Yufei Wang
· 2
Aviv Tamar
· 1
Topics
Model-Based RL
Policy Gradient
Safe RL
Meta-RL
Exploration
Offline RL
Value-Based
RLHF & Alignment