Approximate Dynamic Programming

Powell, W. B. (2011). Approximate Dynamic Programming: Solving the Curses of Dimensionality. Wiley.

Type

Book

Intellectual base

Textbook

Year

2011

DOI

10.1002/9781118029176

ISBN

9780470604458

DOI registrant

Wiley

Link

https://doi.org/10.1002/9781118029176

Cited from

operations_research

Cited by

2 citations across 2 artifacts.

Primes

• Dynamic Programming
  • Powell (2011) and modern deep-RL algorithms (DQN, AlphaGo, MuZero) represent the latest evolution of approximate DP, where neural-network value functions approximate the Bellman optimality equation.
• Resource Management
  • Listed in the references but not attached to a specific claim.

Verification

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