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Glen Berseth — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Glen Berseth
40
papers ·
326
citations ·
20
h-index
Google Scholar ↗
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Most-cited papers
Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robots
2021 · 200 citations
Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control
2018 · 22 citations
Contextual Imagined Goals for Self-Supervised Robotic Learning
2019 · 15 citations
Fully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation
2021 · 15 citations
Ecological Reinforcement Learning
2020 · 12 citations
SMiRL: Surprise Minimizing Reinforcement Learning in Unstable Environments
2019 · 5 citations
DisCo RL: Distribution-Conditioned Reinforcement Learning for General-Purpose Policies
2021 · 4 citations
Robust and Versatile Bipedal Jumping Control through Reinforcement Learning
2023 · 4 citations
Searching for High-Value Molecules Using Reinforcement Learning and Transformers
2023 · 3 citations
Reasoning with Latent Diffusion in Offline Reinforcement Learning
2023 · 2 citations
Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control
2024 · 2 citations
AnyMorph: Learning Transferable Polices By Inferring Agent Morphology
2022 · 1 citations
Amortizing intractable inference in diffusion models for vision, language, and control
2024 · 1 citations
Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy Churn
2024 · 1 citations
A Comedy of Estimators: On KL Regularization in RL Training of LLMs
2025
Top co-authors
Sergey Levine
· 13
Roger Creus Castanyer
· 5
Koushil Sreenath
· 4
Siddarth Venkatraman
· 4
Xue Bin Peng
· 4
Zhongyu Li
· 4
Nikolay Malkin
· 3
Pablo Samuel Castro
· 3
Pieter Abbeel
· 3
Sarthak Mittal
· 3
Abhishek Gupta
· 2
Adriana Hugessen
· 2
Topics
Model-Based RL
Policy Gradient
Exploration
Meta-RL
Offline RL
Safe RL
Value-Based
RLHF & Alignment
Multi-Agent
Game AI