yusukeurakami / dreamer-pytorchLinks
pytorch-implementation of Dreamer (Model-based Image RL Algorithm)
☆166Updated 8 months ago
Alternatives and similar repositories for dreamer-pytorch
Users that are interested in dreamer-pytorch are comparing it to the libraries listed below
Sorting:
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆162Updated 3 years ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆131Updated 3 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆222Updated last year
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆311Updated last year
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆150Updated 4 years ago
- ☆201Updated 2 years ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆193Updated 2 years ago
- PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)☆251Updated 5 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆227Updated 2 years ago
- PyTorch implementation of Stochastic Latent Actor-Critic(SLAC).☆93Updated last year
- Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined wit…☆190Updated 4 years ago
- ☆351Updated 2 years ago
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆195Updated 2 years ago
- ☆114Updated 2 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆81Updated 2 years ago
- DMControl Generalization Benchmark☆176Updated last year
- Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model☆153Updated 4 years ago
- Unofficial re-implementation of "Learning Latent Dynamics for Planning from Pixels" (https://arxiv.org/abs/1811.04551 ) with PyTorch☆47Updated 5 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆101Updated 3 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆148Updated 2 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆189Updated 3 years ago
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 5 years ago
- Multi Task RL Baselines☆251Updated 3 years ago
- Curiosity-driven Exploration by Self-supervised Prediction☆141Updated 2 years ago
- Simple maze environments using mujoco-py☆56Updated last year
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆172Updated 10 months ago
- Datasets for data-driven deep reinforcement learning with PyBullet environments☆151Updated 4 years ago
- Official implementation of "Accelerating Reinforcement Learning with Learned Skill Priors", Pertsch et al., CoRL 2020☆214Updated 2 years ago
- Soft Actor-Critic☆154Updated 7 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆116Updated 3 years ago