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标签: mcts
此标签下有12条笔记。
2026年7月16日
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model (MuZero)
world-model
model-based-rl
mcts
value-equivalent-model
planning
latent-dynamics
atari
alphazero
reanalyze
2026年7月16日
Mastering Atari Games with Limited Data (EfficientZero)
world-model
model-based-rl
muzero
mcts
sample-efficiency
self-supervised
atari-100k
simsiam
value-prefix
off-policy-correction
2026年7月16日
Online and Offline Reinforcement Learning by Planning with a Learned Model (MuZero Unplugged)
world-model
model-based-rl
mcts
offline-rl
reanalyse
muzero
atari
dm-control
planning
2026年7月16日
Learning and Planning in Complex Action Spaces (Sampled MuZero)
world-model
model-based-rl
mcts
sampled-actions
continuous-control
muzero
dm-control
policy-iteration
2026年7月16日
Vector Quantized Models for Planning
world-model
model-based-rl
mcts
vqvae
discrete-latent
offline-rl
muzero
chess
deepmind-lab
planning
2026年7月16日
Policy Improvement by Planning with Gumbel (Gumbel MuZero)
reinforcement-learning
mcts
alphazero
muzero
policy-improvement
gumbel-top-k
sequential-halving
tree-search
model-based-rl
2026年7月16日
Planning in Stochastic Environments with a Learned Model (Stochastic MuZero)
world-model
model-based-rl
mcts
afterstate
vqvae
chance-node
muzero
stochastic-planning
2048
backgammon
2026年7月16日
LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios
world-model
mcts
muzero
alphazero
model-based-rl
benchmark
open-source-toolkit
tree-search
reinforcement-learning
2026年7月16日
EfficientZero V2: Mastering Discrete and Continuous Control with Limited Data
world-model
model-based-rl
mcts
gumbel-search
sample-efficiency
continuous-control
atari-100k
dmcontrol
off-policy-correction
2026年7月16日
ReZero: Boosting MCTS-based Algorithms by Backward-view and Entire-buffer Reanalyze
reinforcement-learning
mcts
muzero
efficientzero
reanalyze
sample-efficiency
tree-search
bandit-theory
lightzero
2026年7月16日
UniZero: Generalized and Efficient Planning with Scalable Latent World Models
world-model
transformer
mcts
muzero
model-based-rl
atari-100k
dmcontrol
multitask-learning
lightzero
latent-world-model
2026年7月16日
RL 世界模型族(World Models · PlaNet · Dreamer · MuZero · TD-MPC · IRIS/DIAMOND)
world-model
model-based-rl
latent-imagination
mcts
value-equivalent-model
mpc
transformer-world-model
diffusion-world-model
deep-dive