Dream to Control: Learning Behaviors by Latent Imagination
☆710Jul 14, 2020Updated 5 years ago
Alternatives and similar repositories for dreamer
Users that are interested in dreamer are comparing it to the libraries listed below
Sorting:
- Dream to Control: Learning Behaviors by Latent Imagination☆583Sep 10, 2021Updated 4 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆321Jan 11, 2024Updated 2 years ago
- Mastering Atari with Discrete World Models☆1,010Jan 21, 2023Updated 3 years ago
- Repository for the paper "Planning to Explore via Self-Supervised World Models"☆234Feb 10, 2023Updated 3 years ago
- Learning Latent Dynamics for Planning from Pixels☆1,234Mar 24, 2023Updated 2 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆532Nov 22, 2022Updated 3 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆599Oct 28, 2020Updated 5 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆374Oct 15, 2021Updated 4 years ago
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,529Apr 13, 2024Updated last year
- Real-World RL Benchmark Suite☆363Aug 11, 2020Updated 5 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆169Jan 19, 2025Updated last year
- [ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"☆232Dec 27, 2022Updated 3 years ago
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆473Jul 6, 2023Updated 2 years ago
- RAD: Reinforcement Learning with Augmented Data☆416Mar 29, 2021Updated 4 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆560Jun 26, 2023Updated 2 years ago
- Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch☆659Jul 19, 2022Updated 3 years ago
- DrQ: Data regularized Q☆419Jan 13, 2023Updated 3 years ago
- Library for Model Based RL☆1,048Jul 12, 2024Updated last year
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,749Jan 20, 2026Updated last month
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆431May 31, 2022Updated 3 years ago
- A collection of reference environments for offline reinforcement learning☆1,656Nov 18, 2024Updated last year
- A library of reinforcement learning components and agents☆3,927Feb 16, 2026Updated 2 weeks ago
- Reinforcement Learning in PyTorch☆2,274Jan 4, 2021Updated 5 years ago
- Collection of reinforcement learning algorithms☆2,868Jun 17, 2024Updated last year
- A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.☆1,019Mar 13, 2019Updated 6 years ago
- World Models Experiments☆681Sep 15, 2022Updated 3 years ago
- Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model☆154Oct 26, 2020Updated 5 years ago
- ☆1,409Updated this week
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,405Nov 29, 2023Updated 2 years ago
- Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)☆506Dec 1, 2022Updated 3 years ago
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆335Mar 24, 2023Updated 2 years ago
- Simple and easily configurable 3D FPS-game-like environments for reinforcement learning☆756Updated this week
- Simple and easily configurable grid world environments for reinforcement learning☆2,405Updated this week
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,325Sep 4, 2022Updated 3 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Mar 9, 2023Updated 2 years ago
- Model-based Reinforcement Learning Framework☆115May 22, 2020Updated 5 years ago
- State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox☆163Aug 6, 2019Updated 6 years ago
- Multitask Environments for RL☆281Aug 23, 2021Updated 4 years ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆162Dec 21, 2021Updated 4 years ago