hamishs / JAX-RLLinks
JAX implementations of various deep reinforcement learning algorithms.
☆25Updated 7 months ago
Alternatives and similar repositories for JAX-RL
Users that are interested in JAX-RL are comparing it to the libraries listed below
Sorting:
- Jax-Baseline is a Reinforcement Learning implementation using JAX and Flax/Haiku libraries, mirroring the functionality of Stable-Baselin…☆56Updated this week
- A collection of RL algorithms written in JAX.☆104Updated 3 years ago
- JAX implementation of RL algorithms and vectorized environments☆48Updated last year
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆58Updated 3 years ago
- Various reinforcement learning algorithms written in Jax + Flax☆26Updated 2 years ago
- JAX implementations of core Deep RL algorithms☆82Updated 3 years ago
- Baselines for gymnax 🤖☆71Updated 2 years ago
- 🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX☆59Updated last year
- Benchmarking RL generalization in an interpretable way.☆162Updated 3 months ago
- Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch☆52Updated 2 years ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆48Updated last year
- ☆83Updated 10 months ago
- An implementation of MuZero in JAX.☆56Updated 2 years ago
- ☆46Updated 2 years ago
- ☆83Updated last week
- General Modules for JAX☆67Updated last week
- Evaluating long-term memory of reinforcement learning algorithms☆148Updated 2 years ago
- Contains JAX implementation of algorithms for inverse reinforcement learning☆72Updated last year
- Simple single-file baselines for Q-Learning in pure-GPU setting☆182Updated 6 months ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 3 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆81Updated 2 years ago
- On the model-based stochastic value gradient for continuous reinforcement learning☆56Updated 2 years ago
- Flax Implementation of DreamerV3 on Crafter☆15Updated 6 months ago
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆65Updated 3 months ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆103Updated 10 months ago
- Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.☆133Updated last year
- Partially Observable Process Gym☆199Updated 3 months ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆89Updated 4 years ago
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆110Updated last year
- Accelerated replay buffers in JAX☆43Updated 3 years ago