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Amanda Prorok — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Amanda Prorok
40
papers ·
98
citations ·
27
h-index
University of Cambridge
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
The Emergence of Adversarial Communication in Multi-Agent Reinforcement Learning
2020 · 18 citations
Mobile Robot Path Planning in Dynamic Environments through Globally Guided Reinforcement Learning
2020 · 15 citations
Heterogeneous Multi-Robot Reinforcement Learning
2023 · 7 citations
QGNN: Value Function Factorisation with Graph Neural Networks
2022 · 4 citations
VMAS: A Vectorized Multi-Agent Simulator for Collective Robot Learning
2022 · 3 citations
BenchMARL: Benchmarking Multi-Agent Reinforcement Learning
2023 · 3 citations
Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning
2024 · 2 citations
Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling
2024 · 1 citations
System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning
2023 · 1 citations
Generalized Intention Modeling in Multi-Agent Reinforcement Learning
2026
Events as Triggers for Behavioral Diversity in Multi-Agent Reinforcement Learning
2026
Scaling Multi-Agent Environment Co-Design with Diffusion Models
2025
No-Regret Thompson Sampling for Finite-Horizon Markov Decision Processes with Gaussian Processes
2025
ReCoDe: Reinforcement Learning-based Dynamic Constraint Design for Multi-Agent Coordination
2025
When Is Diversity Rewarded in Cooperative Multi-Agent Learning?
2025
Top co-authors
Matteo Bettini
· 7
Michael Amir
· 3
Binyu Wang
· 1
Edan Toledo
· 1
Guang Yang
· 1
Hao Xiang Li
· 1
Jakob Foerster
· 1
Keisuke Okumura
· 1
Sattar Vakili
· 1
Vincent Moens
· 1
Zhe Liu
· 1
Topics
Multi-Agent
Model-Based RL
Exploration
cs.LG
Policy Gradient
cs.MA
Value-Based
Game AI
Meta-RL
cs.AI