N. Ferns

Reinforcement Learning · 2004–2011

A researcher in the Science corpus: 2 papers; trusts 6 researchers and is trusted by 37 researchers here, as inferred from the citation graph.

Subfields

• Reinforcement Learning — 7 citations into it; #491 of 2,242 by trust here, #1,055 by citations
• Artificial Intelligence — 6 citations into it; #5,290 of 35,345 by trust here, #11,327 by citations

Whom N. Ferns trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Cédric Villani
2. Craig Boutilier
3. Kim Guldstrand Larsen
4. Thomas L. Dean
5. Robert Givan
6. Martin L. Puterman
7. Risi Kondor
8. Noga Alon
9. Alison L. Gibbs
10. Svetlozar T. Rachev

Who trusts N. Ferns overall

1. Pablo Samuel Castro
2. Doina Precup
3. Amy Zhang
4. David Abel
5. Ofir Nachum
6. Mengjiao Yang
7. Robert Dadashi
8. Carles Gelada
9. Gheorghe Comanici
10. Michael L. Littman

Papers from N. Ferns's perspective

Ordered by how strongly the researchers N. Ferns trusts endorse each paper. Same corpus, a different order for every researcher.

1. Markov Decision Processes: Discrete Stochastic Dynamic Programming
2. Reinforcement Learning: An Introduction
3. Stochastic dynamic programming with factored representations
4. Decision-Theoretic Planning: Structural Assumptions and Computational Leverage
5. Bisimulation through Probabilistic Testing
6. Planning and Acting in Partially Observable Stochastic Domains
7. Equivalence notions and model minimization in Markov decision processes
8. Towards a Unified Theory of State Abstraction for MDPs
9. Topics in Optimal Transportation
10. Mass transportation problems

Their papers

• Metrics for Finite Markov Decision Processes (2004) — 373 citations
• Bisimulation Metrics for Continuous Markov Decision Processes (2011) — 178 citations