dreamerv3 VS dreamerv2

Compare dreamerv3 vs dreamerv2 and see what are their differences.

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dreamerv3 dreamerv2
3 4
1,025 853
- -
1.9 0.0
2 days ago over 1 year ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

dreamerv2

Posts with mentions or reviews of dreamerv2. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-26.

What are some alternatives?

When comparing dreamerv3 and dreamerv2 you can also consider the following projects:

daydreamer - DayDreamer: World Models for Physical Robot Learning

dreamer - Dream to Control: Learning Behaviors by Latent Imagination

crafter - Benchmarking the Spectrum of Agent Capabilities

panda-gym - Set of robotic environments based on PyBullet physics engine and gymnasium.

iris - Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

dm_control - Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

Datapack-Converter - Convert Minecraft command block chains to a datapack!

stable-baselines3-contrib - Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

planet - Learning Latent Dynamics for Planning from Pixels

orion - Asynchronous Distributed Hyperparameter Optimization.

pydreamer - PyTorch implementation of DreamerV2 model-based RL algorithm

cleanrl - High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)