A Simplified Pytorch Version of the Dreamer Algorithm
☆160Jul 24, 2023Updated 3 years ago
Alternatives and similar repositories for SimpleDreamer
Users that are interested in SimpleDreamer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Flax Implementation of DreamerV3 on Crafter☆19Nov 29, 2025Updated 9 months ago
- Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite☆50Dec 27, 2022Updated 3 years ago
- Implementation of Dreamer v3 in pytorch.☆887Mar 8, 2026Updated 5 months ago
- An implementation of DreamerV2 written in JAX, with support for running multiple random seeds of an experiment on a single GPU.☆18Jan 16, 2023Updated 3 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆240Apr 26, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Pytorch implementation of Dreamer-v2: Visual Model Based RL Algorithm.☆274Jul 29, 2023Updated 3 years ago
- Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code…☆28Mar 24, 2023Updated 3 years ago
- Improving Token-Based World Models with Parallel Observation Prediction (ICML 2024)☆14Feb 23, 2026Updated 6 months ago
- ML2-Multi Agent Environments☆35Jan 10, 2024Updated 2 years ago
- Distributed Reinforcement Learning accelerated by Lightning Fabric☆438Aug 24, 2026Updated last week
- ☆28Apr 26, 2024Updated 2 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆183Jun 23, 2023Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆328Jan 11, 2024Updated 2 years ago
- A PyTorch Implementation of PlaNet: A Deep Planning Network for Reinforcement Learning☆13Aug 31, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- DreamerV3 implementation of Curious Replay, a method for prioritizing experience replay that is tailored to model-based reinforcement lea…☆40Jul 5, 2023Updated 3 years ago
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆83May 13, 2024Updated 2 years ago
- Implemenation of the HIERarchical imagionation On Structured State Space Sequence Models (HIEROS) paper☆23Jul 14, 2024Updated 2 years ago
- ☆11Oct 19, 2023Updated 2 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆88Jul 27, 2022Updated 4 years ago
- Source files to replicate experiments in my ICLR 2022 paper.☆76Jul 17, 2025Updated last year
- Accelerated minigrid environments with JAX☆179Updated this week
- Official release of the DMControl Generalization Benchmark 2 (DMC-GB2)☆22Jul 21, 2025Updated last year
- ☆23Aug 19, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Modular Single-file Reinfocement Learning Algorithms Library☆38May 16, 2023Updated 3 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆169Jan 19, 2025Updated last year
- Library for Model Based RL☆1,064Jul 12, 2024Updated 2 years ago
- Fast reinforcement learning research☆65May 25, 2026Updated 3 months ago
- [ICLR 2023] Choreographer: a world-model-based agent that discovers and learns unsupervised skills in latent imagination, and it's able t…☆43Jun 18, 2024Updated 2 years ago
- Experiment. Plot. Tabulate.☆70Aug 22, 2024Updated 2 years ago
- Transformer-based World Models☆91Apr 4, 2023Updated 3 years ago
- ⚡ Flashbax: Accelerated Replay Buffers in JAX☆281Updated this week
- A custom open ai gym environment for solo experimentation.☆12Apr 14, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Implementation of the DreamerV2 agent in torch☆20Sep 4, 2022Updated 3 years ago
- Dreamer on JAX☆16Jan 19, 2022Updated 4 years ago
- Anomalous versions of OpenAI Gym and PyBullet3 environments☆15Oct 24, 2021Updated 4 years ago
- Standalone library of frequently-used wrappers for dm_env environments.☆19Jul 9, 2024Updated 2 years ago
- LeanRL is a fork of CleanRL, where selected PyTorch scripts optimized for performance using compile and cudagraphs.☆702Aug 22, 2025Updated last year
- Evaluation of TD-MPC2.☆21Jan 21, 2024Updated 2 years ago
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago