conftrace_

Matteo Bettini

5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

ICLR (2) JMLR (2) ICML (1)

Top co-authors

Amanda Prorok (4) Vincent Moens (2) Ryan Kortvelesy (2) Gianni De Fabritiis (1) Albert Bou (1) Ajay Shankar (1) Steven Morad (1) Stephan Liwicki (1) Xiaomeng Yang (1) Vikash Kumar (1)

Keywords

multi-agent reinforcement learning (2) policy heterogeneity (1) algorithm comparison (1) multi-robot system (1) behavioral diversity (1) system neural diversity (1) behavioral heterogeneity (1) multi-robot task (1) emergent complementarity (1)

Papers

System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning JMLR 2025 TorchRL: A data-driven decision-making library for PyTorch ICLR 2024 Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning ICML 2024 BenchMARL: Benchmarking Multi-Agent Reinforcement Learning JMLR 2024 POPGym: Benchmarking Partially Observable Reinforcement Learning ICLR 2023