Zachary Serlin

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

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (11)

Conferences

L4DC (2) ICML (1) RSS (1)

Top co-authors

Kevin Leahy (3) Makai Mann (2) Calin Belta (2) Mehdi Kermanshah (1) Ho Chit Siu (1) Chuchu Fan (1) Songyuan Zhang (1) Wenliang Liu (1) Cristian-Ioan Vasile (1) Mitchell Black (1)

Keywords

multi-agent reinforcement learning (1) distributed learning (1) constrained optimization (1) communication policies (1) constraint satisfaction (1) formal specification (1) safe control (1) multi-agent system (1)

Papers

Accelerating Proximal Policy Optimization Learning Using Task Prediction for Solving Environments with Delayed Rewards L4DC 2025

Solving Multi-Agent Safe Optimal Control with Distributed Epigraph Form MARL RSS 2025

Run-Time Task Composition with Safety Semantics ICML 2024

CatlNet: Learning Communication and Coordination Policies from CaTL+ Specifications L4DC 2023