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Wesley A. Suttle — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Wesley A. Suttle
15
papers ·
1
citations ·
4
h-index
DEVCOM Army Research Laboratory · The University of Texas at Austin
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Most-cited papers
Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning
2025 · 1 citations
A Multi-Fidelity Control Variate Approach for Policy Gradient Estimation
2025
Direct Preference Optimization for Primitive-Enabled Hierarchical RL: A Bilevel Approach
2024
Occupancy Information Ratio: Infinite-Horizon, Information-Directed, Parameterized Policy Search
2022
Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic
2023
Confidence-Controlled Exploration: Efficient Sparse-Reward Policy Learning for Robot Navigation
2023
Deceptive Path Planning via Reinforcement Learning with Graph Neural Networks
2024
Sampling-based Safe Reinforcement Learning for Nonlinear Dynamical Systems
2024
Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles
2024
PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight Relabeling
2024
DIPPER: Direct Preference Optimization to Accelerate Primitive-Enabled Hierarchical Reinforcement Learning
2024
Top co-authors
Brian M. Sadler
· 8
Amrit Singh Bedi
· 5
Alec Koppel
· 4
Bhrij Patel
· 3
Utsav Singh
· 3
Dinesh Manocha
· 2
Ji Liu
· 2
Souradip Chakraborty
· 2
Vinay P. Namboodiri
· 2
Aamodh Suresh
· 1
Amrit Singh Bedi and Dinesh Manocha
· 1
Anit Kumar Sahu
· 1
Topics
Policy Gradient
Model-Based RL
Exploration
Meta-RL
RLHF & Alignment
Offline RL
Value-Based
Game AI
Safe RL