danijar / elements
Building blocks for productive research
☆51Updated last month
Alternatives and similar repositories for elements:
Users that are interested in elements are comparing it to the libraries listed below
- PyTorch Package For Quasimetric Learning☆41Updated 4 months ago
- General Modules for JAX☆64Updated 2 weeks ago
- GPT implementation in Flax☆18Updated 3 years ago
- ☆43Updated last year
- Accelerated replay buffers in JAX☆41Updated 2 years ago
- Sandbox environment for generalizable agent research☆24Updated 2 years ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆54Updated 8 months ago
- Source code for the paper "Policy Architectures for Compositional Generalization in Control"☆30Updated 2 years ago
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆14Updated 2 years ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆53Updated 11 months ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆53Updated 2 years ago
- Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning (NeurIPS2021)☆20Updated 3 years ago
- An implementation of MuZero in JAX.☆56Updated 2 years ago
- ☆42Updated 4 years ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆85Updated last year
- Fast reinforcement learning research☆57Updated 3 months ago
- Learning Robust Dynamics Through Variational Sparse Gating☆21Updated 2 years ago
- Learning diverse options through the Laplacian representation.☆23Updated last year
- Vectorization techniques for fast population-based training.☆55Updated 2 years ago
- Skeleton for scalable and flexible Jax RL implementations☆73Updated last year
- Phy-Q: A Testbed for Physical Reasoning☆43Updated 7 months ago
- Generalised UDRL☆37Updated 2 years ago
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆64Updated 9 months ago
- ☆27Updated last year
- Simplistic Pytorch Implementation of the Dreamer-RL☆21Updated 2 years ago
- Reinforcement Learning via Supervised Learning☆71Updated 2 years ago
- ☆47Updated 2 years ago
- ☆24Updated 8 months ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated 7 months ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆109Updated 6 months ago