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Alec Koppel — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Alec Koppel
34
papers ·
127
citations
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Semantic Scholar ↗
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Most-cited papers
Global Convergence of Policy Gradient Methods to (Almost) Locally Optimal Policies
2019 · 44 citations
Variational Policy Gradient Method for Reinforcement Learning with General Utilities
2020 · 37 citations
On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation
2019 · 18 citations
Cautious Reinforcement Learning via Distributional Risk in the Dual Domain
2020 · 10 citations
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach
2021 · 4 citations
MaxMin-RLHF: Alignment with Diverse Human Preferences
2024 · 2 citations
Independent RL for Cooperative-Competitive Agents: A Mean-Field Perspective
2024 · 1 citations
On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control
2021 · 1 citations
On the Hidden Biases of Policy Mirror Ascent in Continuous Action Spaces
2022 · 1 citations
Oracle-free Reinforcement Learning in Mean-Field Games along a Single Sample Path
2022 · 1 citations
STEERING: Stein Information Directed Exploration for Model-Based Reinforcement Learning
2023 · 1 citations
Scalable Multi-Agent Reinforcement Learning with General Utilities
2023 · 1 citations
Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities
2023 · 1 citations
PARL: A Unified Framework for Policy Alignment in Reinforcement Learning from Human Feedback
2023 · 1 citations
A Hessian-Free Actor-Critic Algorithm for Bi-Level Reinforcement Learning with Applications to LLM Fine-Tuning
2026
Top co-authors
Amrit Singh Bedi
· 13
Dinesh Manocha
· 7
Souradip Chakraborty
· 6
Brian M. Sadler
· 4
Mengdi Wang
· 4
Pratap Tokekar
· 4
Wesley A. Suttle
· 4
Bhrij Patel
· 3
Furong Huang
· 3
Junyu Zhang
· 3
Muhammad Aneeq uz Zaman
· 3
Sihan Zeng
· 3
Topics
Policy Gradient
Model-Based RL
Exploration
Multi-Agent
Value-Based
Game AI
RLHF & Alignment
Safe RL
Meta-RL