Model-Based RL — Weblinks

9 links

Type

Site

Model-Based RL 7 terms

AlphaGo 1 link

N Nature: Mastering the game of Go with deep neural networks and tree search Pap…

AlphaZero 1 link

D DeepMind: AlphaZero — Shedding new light on chess, shogi, and Go Art…

Dyna-Q 1 link

I Sutton and Barto, Reinforcement Learning: Chapter 8 on Planning and Learning PDF

Monte Carlo Tree Search (MCTS) 1 link

I A Survey of Monte Carlo Tree Search Methods Pap…

MuZero 2 links

N Nature paper: Mastering Atari, Go, chess and shogi by planning with a learned model Pap…
A MuZero: Mastering Atari, Go, chess and shogi by planning with a learned model Pap…

Planning with Learned Models 1 link

A MuZero: Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model Pap…

World Model 2 links

A World Models — Ha & Schmidhuber (original paper) Pap…
A DreamerV3: Mastering Diverse Domains through World Models Pap…

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