vwxyzjn / cleanba
CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL
☆109Updated 6 months ago
Alternatives and similar repositories for cleanba:
Users that are interested in cleanba are comparing it to the libraries listed below
- Simple single-file baselines for Q-Learning in pure-GPU setting☆142Updated this week
- ☆74Updated 7 months ago
- ☆73Updated 4 months ago
- Evaluating long-term memory of reinforcement learning algorithms☆141Updated last year
- Baselines for gymnax 🤖☆66Updated last year
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 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
- General Modules for JAX☆64Updated 3 weeks ago
- Contains JAX implementation of algorithms for inverse reinforcement learning☆69Updated 7 months ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆84Updated 2 years ago
- An implementation of MuZero in JAX.☆56Updated 2 years ago
- ☆217Updated 4 months ago
- Goal-Conditioned Reinforcement Learning with JAX☆127Updated this week
- Accelerated replay buffers in JAX☆41Updated 2 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆93Updated 4 months ago
- A collection of RL algorithms written in JAX.☆95Updated 2 years ago
- JAX implementations of core Deep RL algorithms☆79Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆110Updated 3 years ago
- Clean single-file implementation of offline RL algorithms in JAX☆135Updated 2 months ago
- Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)☆115Updated 6 months ago
- ☆43Updated last year
- Deep Hierarchical Planning from Pixels☆94Updated 2 years ago
- a simple and scalable agent for training adaptive policies with sequence-based RL☆114Updated last month
- Efficient baselines for autocurricula in JAX.☆185Updated 6 months ago
- Skeleton for scalable and flexible Jax RL implementations☆74Updated last year
- ⚡ Flashbax: Accelerated Replay Buffers in JAX☆228Updated this week
- 🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX☆57Updated last year
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆79Updated 2 years ago
- Conservative Q learning in Jax☆53Updated 2 years ago