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George Konidaris — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
George Konidaris
36
papers ·
226
citations ·
40
h-index
John Brown University · Brown University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning Multi-Level Hierarchies with Hindsight
2017 · 76 citations
Mean Actor Critic
2017 · 16 citations
Discovering Options for Exploration by Minimizing Cover Time
2019 · 11 citations
Learning Markov State Abstractions for Deep Reinforcement Learning
2021 · 6 citations
EPO: Hierarchical LLM Agents with Environment Preference Optimization
2024 · 3 citations
Meta-Learning Parameterized Skills
2022 · 2 citations
Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy
2024 · 2 citations
Value-Based Reinforcement Learning for Continuous Control Robotic Manipulation in Multi-Task Sparse Reward Settings
2021 · 1 citations
HAC Explore: Accelerating Exploration with Hierarchical Reinforcement Learning
2021 · 1 citations
Characterizing the Action-Generalization Gap in Deep Q-Learning
2022 · 1 citations
Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning
2023 · 1 citations
Model-based Reinforcement Learning for Parameterized Action Spaces
2024 · 1 citations
From Pixels to Factors: Learning Independently Controllable State Variables for Reinforcement Learning
2025
Benchmarking Partial Observability in Reinforcement Learning with a Suite of Memory-Improvable Domains
2025
Discovering Temporal Structure: An Overview of Hierarchical Reinforcement Learning
2025
Top co-authors
Cameron Allen
· 5
Haotian Fu
· 5
Michael Littman
· 4
Omer Gottesman
· 4
Shangqun Yu
· 4
Rafael Rodríguez‐Sánchez
· 3
Saket Tiwari
· 3
Akhil Bagaria
· 2
Andrew Levy
· 2
Kavosh Asadi
· 2
Ruo Yu Tao
· 2
Sam Lobel
· 2
Topics
Model-Based RL
Exploration
Meta-RL
Value-Based
Policy Gradient
Offline RL
Game AI
Multi-Agent
Safe RL
RLHF & Alignment