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标签: actor-critic
此标签下有8条笔记。
2026年7月16日
Dream to Control: Learning Behaviors by Latent Imagination (Dreamer)
world-model
model-based-rl
rssm
actor-critic
latent-imagination
value-gradient
dm-control
continuous-control
2026年7月16日
Mastering Atari with Discrete World Models (DreamerV2)
world-model
model-based-rl
rssm
categorical-latent
straight-through-gradient
kl-balancing
actor-critic
atari
latent-imagination
2026年7月16日
DayDreamer: World Models for Physical Robot Learning
world-model
model-based-rl
rssm
dreamer
real-world-rl
robot-learning
quadruped-locomotion
visual-manipulation
actor-critic
sim-free
2026年7月16日
Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models
world-model
model-based-rl
dreamer
rssm
disentanglement
inverse-dynamics
autonomous-driving
video-prediction
actor-critic
carla
2026年7月16日
TransDreamer: Reinforcement Learning with Transformer World Models
world-model
model-based-rl
transformer
state-space-model
tssm
dreamer
memory-based-reasoning
actor-critic
partial-observability
2026年7月16日
Mastering Diverse Domains through World Models (DreamerV3)
world-model
model-based-rl
rssm
actor-critic
imagination
latent-dynamics
minecraft
2026年7月16日
STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning
world-model
model-based-rl
transformer
categorical-vae
atari-100k
imagination
actor-critic
sample-efficiency
2026年7月16日
Transformer-based World Models Are Happy With 100k Interactions (TWM)
world-model
model-based-rl
transformer-xl
atari-100k
sample-efficiency
latent-imagination
autoregressive
actor-critic
kl-balancing