jurgisp / pydreamerLinks
PyTorch implementation of DreamerV2 model-based RL algorithm
☆236Updated 2 years ago
Alternatives and similar repositories for pydreamer
Users that are interested in pydreamer are comparing it to the libraries listed below
Sorting:
- ☆359Updated 3 years ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆138Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆321Updated last year
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆167Updated 11 months ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆226Updated last year
- DMControl Generalization Benchmark☆185Updated last year
- ☆201Updated 2 years ago
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆422Updated 3 years ago
- ☆300Updated 3 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆154Updated 4 years ago
- Deep Hierarchical Planning from Pixels☆112Updated 3 years ago
- Benchmarking RL generalization in an interpretable way.☆173Updated last month
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆340Updated last year
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆182Updated 3 years ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆162Updated 4 years ago
- Multi Task RL Baselines☆257Updated 3 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆157Updated 2 years ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆116Updated 2 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆190Updated 3 years ago
- Partially Observable Process Gym☆208Updated 6 months ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆195Updated 3 years ago
- Official implementation of "Accelerating Reinforcement Learning with Learned Skill Priors", Pertsch et al., CoRL 2020☆218Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆572Updated 4 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆176Updated last year
- PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)☆253Updated 5 years ago
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆200Updated last year
- Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)☆127Updated last year
- A Simplified Pytorch Version of the Dreamer Algorithm☆146Updated 2 years ago
- Code for the paper "Phasic Policy Gradient"☆267Updated 2 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆160Updated 2 years ago