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Arnu Pretorius

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 3:09 AM AMS

9

papers

232

total citations

papers (9)

Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs

Towards a Standardised Performance Evaluation Protocol for Cooperative MARL

NEURIPS 2022arXiv

Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX

Combinatorial Optimization with Policy Adaptation using Latent Space Search

NEURIPS 2023arXiv

A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning

NEURIPS 2020arXiv

Universally Expressive Communication in Multi-Agent Reinforcement Learning

NEURIPS 2022arXiv

Sable: a Performant, Efficient and Scalable Sequence Model for MARL

Memory-Enhanced Neural Solvers for Routing Problems

NEURIPS 2025arXiv

Nonparametric Boundary Geometry in Physics Informed Deep Learning