esteveste / dreamerV2-pytorch
Pytorch implementation of DreamerV2: Mastering Atari with Discrete World Models, based on the original implementation
☆19Updated 2 years ago
Alternatives and similar repositories for dreamerV2-pytorch:
Users that are interested in dreamerV2-pytorch are comparing it to the libraries listed below
- ExORL: Exploratory Data for Offline Reinforcement Learning☆108Updated 3 years ago
- Docker containers of baseline agents for the Crafter environment☆28Updated 3 years ago
- ☆48Updated 2 years ago
- ☆42Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated 3 months ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆82Updated 2 years ago
- ☆42Updated 4 years ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆52Updated 3 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆79Updated last year
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆104Updated last year
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 4 years ago
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆37Updated last year
- Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite☆35Updated 2 years ago
- Skeleton for scalable and flexible Jax RL implementations☆73Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆63Updated last year
- ☆18Updated last month
- EARL: Environment for Autonomous Reinforcement Learning☆36Updated 2 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆140Updated last year
- Deep Hierarchical Planning from Pixels☆94Updated 2 years ago
- Reinforcement Learning via Supervised Learning☆71Updated 2 years ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated 6 months ago
- Code for TRANSDREAMER: REINFORCEMENT LEARNING WITH TRANSFORMER WORLD MODELS☆25Updated last year
- ☆35Updated 2 years ago
- Change-Based Exploration Transfer☆36Updated 2 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆67Updated 2 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆53Updated 2 years ago
- ☆16Updated 2 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆97Updated 9 months ago
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆66Updated 8 months ago
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Updated last year