Edan Toledo

According to our database, Edan Toledo authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench.

Edan Toledo, Karen Hambardzumyan, Martin Josifoski, Rishi Hazra, Nicolas Mario Baldwin, Alexis Audran-Reiss, Michael Kuchnik, Despoina Magka, Minqi Jiang, Alisia Maria Lupidi, Andrei Lupu, Roberta Raileanu, Kelvin Niu, Tatiana Shavrina, Jean-Christophe Gagnon-Audet, Michael Shvartsman, Shagun Sodhani, Alexander H. Miller, Abhishek Charnalia, Derek Dunfield, Carole-Jean Wu, Pontus Stenetorp, Nicola Cancedda, Jakob Nicolaus Foerster, Yoram Bachrach

CoRR, July, 2025

The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements.

Bingchen Zhao, Despoina Magka, Minqi Jiang, Xian Li, Roberta Raileanu, Tatiana Shavrina, Jean-Christophe Gagnon-Audet, Kelvin Niu, Shagun Sodhani, Michael Shvartsman, Andrei Lupu, Alisia Maria Lupidi, Edan Toledo, Karen Hambardzumyan, Martin Josifoski, Thomas Foster, Lucia Cipolina-Kun, Abhishek Charnalia, Derek Dunfield, Alexander H. Miller, Oisin Mac Aodha, Jakob N. Foerster, Yoram Bachrach

CoRR, June, 2025

POPGym Arcade: Parallel Pixelated POMDPs.

Zekang Wang, Zhe He, Edan Toledo, Steven Morad

CoRR, March, 2025

2024

Beyond the Boundaries of Proximal Policy Optimization.

Charlie B. Tan, Edan Toledo, Benjamin Ellis, Jakob N. Foerster, Ferenc Huszár

CoRR, 2024

CoDreamer: Communication-Based Decentralised World Models.

Edan Toledo, Amanda Prorok

CoRR, 2024

SMX: Sequential Monte Carlo Planning for Expert Iteration.

Matthew V. Macfarlane, Edan Toledo, Donal Byrne, Siddarth Singh, Paul Duckworth, Alexandre Laterre

CoRR, 2024

SPO: Sequential Monte Carlo Policy Optimisation.

Matthew Macfarlane, Edan Toledo, Donal Byrne, Paul Duckworth, Alexandre Laterre

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Policy-based Reinforcement Learning for Generalisation in Interactive Text-based Environments.

Edan Toledo, Jan Buys, Jonathan P. Shock

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2021

RepGraph: Visualising and Analysing Meaning Representation Graphs.

Jaron Cohen, Roy Cohen, Edan Toledo, Jan Buys

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021