← Authors

Stefano V Albrecht

8 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer 🔥 Unstoppable (5)

Conferences

ICLR (5) ICML (3)

Top co-authors

Shangmin Guo (3) Kenny Smith (2) Christopher G. Lucas (2) Filippos Christianos (2) Trevor McInroe (2) Yi Ren (2) Muhammad A Rahman (2) Samuel Garcin (2) Haobo Fu (1) Kevin Sebastian Luck (1)

Keywords

deep reinforcement learning (1) multi-agent reinforcement learning (1) reinforcement learning (1) sample efficiency (1) policy optimization (1) policy learning (1) parameter sharing (1) ad hoc teamwork (1) graph neural network (1) neural network (1) multi-agent system (1) agent partitioning (1)

Papers

Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning ICLR 2025
Online-to-Offline RL for Agent Alignment ICLR 2025
DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design ICML 2024
lpNTK: Better Generalisation with Less Data via Sample Interaction During Learning ICLR 2024
Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning ICLR 2023
Expressivity of Emergent Languages is a Trade-off between Contextual Complexity and Unpredictability ICLR 2022
Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing ICML 2021
Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning ICML 2021