Thomas L. Dean

Reinforcement Learning · with Boutilier · 1995–2019

A researcher in the Science corpus: 7 papers; trusts 10 researchers and is trusted by 31 researchers here, as inferred from the citation graph.

Subfields

Whom Thomas L. Dean trusts overall

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

  1. R. Fikes
  2. Craig Boutilier
  3. Richard Dearden
  4. Nils J. Nilsson
  5. Richard S. Sutton
  6. Martin L. Puterman
  7. Andrew Barto
  8. Ronald E. Parr
  9. David Chapman
  10. Kim Guldstrand Larsen

Who trusts Thomas L. Dean overall

  1. Craig Boutilier
  2. Thomas G. Dietterich
  3. William T. B. Uther
  4. Ronald E. Parr
  5. Michael L. Littman
  6. Manuela M. Veloso
  7. Nir Ben-Zrihem
  8. Elizabeth McGovern
  9. Vaishak Belle
  10. Daphne Koller

Papers from Thomas L. Dean's perspective

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

  1. Markov Decision Processes: Discrete Stochastic Dynamic Programming
  2. Dynamic Programming: Deterministic and Stochastic Models
  3. Modified Policy Iteration Algorithms for Discounted Markov Decision Problems
  4. Learning to Act Using Real-Time Dynamic Programming
  5. A survey of algorithmic methods for partially observed Markov decision processes
  6. Probabilistic reasoning in intelligent systems: Networks of plausible inference
  7. TD-Gammon, a Self-Teaching Backgammon Program, Achieves Master-Level Play
  8. Decision-Theoretic Planning: Structural Assumptions and Computational Leverage
  9. Stochastic dynamic programming with factored representations
  10. The Optimal Control of Partially Observable Markov Processes over a Finite Horizon

Their papers