zhaoyi11 / dreamer-pytorchLinks
A pytorch implementation of Dreamer
☆21Updated 2 years ago
Alternatives and similar repositories for dreamer-pytorch
Users that are interested in dreamer-pytorch are comparing it to the libraries listed below
Sorting:
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆166Updated 8 months ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆115Updated 3 years ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆131Updated 3 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆81Updated 2 years ago
- ☆43Updated 4 years ago
- Simple maze environments using mujoco-py☆56Updated last year
- Evaluating long-term memory of reinforcement learning algorithms☆148Updated 2 years ago
- ☆32Updated 4 years ago
- DMControl Generalization Benchmark☆176Updated last year
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 5 years ago
- Transformer-based World Models☆85Updated 2 years ago
- ☆48Updated 2 years ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆89Updated 9 months ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆108Updated last year
- Unofficial re-implementation of "Learning Latent Dynamics for Planning from Pixels" (https://arxiv.org/abs/1811.04551 ) with PyTorch☆47Updated 5 years ago
- Advantage weighted Actor Critic for Offline RL☆50Updated 3 years ago
- Unofficial Re-implementation of "Dream to Control: Learning Behaviors by Latent Imagination" (https://arxiv.org/abs/1912.01603 ) with PyT…☆30Updated 5 years ago
- Code for TRANSDREAMER: REINFORCEMENT LEARNING WITH TRANSFORMER WORLD MODELS☆26Updated last year
- OpenAI Gym wrapper for the DeepMind Control Suite☆221Updated last year
- EARL: Environment for Autonomous Reinforcement Learning☆37Updated 2 years ago
- ☆36Updated 2 years ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆73Updated last year
- Deep Hierarchical Planning from Pixels☆107Updated 2 years ago
- ☆57Updated 2 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 3 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆81Updated 3 years ago
- Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite☆43Updated 2 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆150Updated 4 years ago
- Pytorch implementation of DreamerV2: MASTERING ATARI WITH DISCRETE WORLD MODELS☆51Updated 3 years ago
- Code for Latent Action Space for Offline Reinforcement Learning [CoRL 2020]☆53Updated 3 years ago