bmazoure / ppo_jaxLinks
Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights on all environments.
β58Updated 3 years ago
Alternatives and similar repositories for ppo_jax
Users that are interested in ppo_jax are comparing it to the libraries listed below
Sorting:
- Baselines for gymnax π€β71Updated 2 years ago
- JAX implementations of core Deep RL algorithmsβ82Updated 3 years ago
- General Modules for JAXβ67Updated 3 weeks ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRLβ115Updated last year
- β83Updated 3 weeks ago
- A collection of RL algorithms written in JAX.β104Updated 3 years ago
- An implementation of MuZero in JAX.β57Updated 2 years ago
- Accelerated replay buffers in JAXβ43Updated 3 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"β101Updated 3 years ago
- Contains JAX implementation of algorithms for inverse reinforcement learningβ72Updated last year
- Jax-Baseline is a Reinforcement Learning implementation using JAX and Flax/Haiku libraries, mirroring the functionality of Stable-Baselinβ¦β58Updated last week
- Vectorization techniques for fast population-based training.β56Updated 3 years ago
- β48Updated 2 years ago
- β45Updated last year
- Challenging Memory-based Deep Reinforcement Learning Agentsβ103Updated 11 months ago
- Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.β133Updated last year
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the β¦β89Updated 4 years ago
- β84Updated 11 months ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objectiveβ81Updated 2 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representationsβ85Updated 3 years ago
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learningβ17Updated 2 years ago
- Revisiting Rainbowβ75Updated 4 years ago
- Simple single-file baselines for Q-Learning in pure-GPU settingβ184Updated 6 months ago
- Evaluating long-term memory of reinforcement learning algorithmsβ147Updated 2 years ago
- Docker containers of baseline agents for the Crafter environmentβ28Updated 3 years ago
- β48Updated 2 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discoveryβ81Updated 3 years ago
- On the model-based stochastic value gradient for continuous reinforcement learningβ57Updated 2 years ago
- β31Updated 4 years ago
- Implementation of Diversity Is All You Need (DIAYN) on top of Stable Baselines 3.β12Updated 3 years ago