esteveste / dreamerV2-pytorchLinks
Pytorch implementation of DreamerV2: Mastering Atari with Discrete World Models, based on the original implementation
☆21Updated 3 years ago
Alternatives and similar repositories for dreamerV2-pytorch
Users that are interested in dreamerV2-pytorch are comparing it to the libraries listed below
Sorting:
- ExORL: Exploratory Data for Offline Reinforcement Learning☆118Updated 3 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆154Updated 2 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Updated 2 years ago
- Deep Hierarchical Planning from Pixels☆110Updated 2 years ago
- Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite☆46Updated 2 years ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆134Updated 3 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆105Updated last year
- Transformer-based World Models☆86Updated 2 years ago
- ☆52Updated 2 years ago
- Reinforcement Learning via Supervised Learning☆72Updated 3 years ago
- ☆36Updated 2 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆103Updated 3 years ago
- EARL: Environment for Autonomous Reinforcement Learning☆37Updated 3 years ago
- Simple maze environments using mujoco-py☆57Updated last year
- ☆19Updated 6 months ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆167Updated 10 months ago
- Skeleton for scalable and flexible Jax RL implementations☆92Updated 2 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆82Updated 3 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆85Updated 3 years ago
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 5 years ago
- Conservative Q learning in Jax☆56Updated 2 years ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆91Updated last year
- [ICLR 2023] Choreographer: a world-model-based agent that discovers and learns unsupervised skills in latent imagination, and it's able t…☆41Updated last year
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆86Updated last year
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆40Updated last year
- Code for TRANSDREAMER: REINFORCEMENT LEARNING WITH TRANSFORMER WORLD MODELS☆27Updated 2 years ago
- Open source code for paper "Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning" ICML 2023☆50Updated 6 months ago
- DMControl Generalization Benchmark☆181Updated last year
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆112Updated last year
- ☆16Updated 3 years ago