← all repositories

danijar/dreamerv3

A JAX reimplementation of DreamerV3, a reinforcement learning algorithm that learns world models to train policies from imagined trajectories.

3.4k stars Python ML FrameworksAgents
dreamerv3
Velocity · 7d
+2.7
★ / day
Trend
steady
star history

DreamerV3 learns a world model from experiences and uses it to train an actor-critic policy from imagined trajectories. The world model encodes sensory inputs into categorical representations and predicts future representations and rewards given actions. This implementation masters a wide range of domains with a fixed set of hyperparameters, using JAX as the underlying framework.

heatdrop uses Google Analytics to see which pages get read — nothing else. Your call. How we handle data.