bmazoure / ppo_jax
Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights on all environments.
☆53Updated 2 years ago
Alternatives and similar repositories for ppo_jax:
Users that are interested in ppo_jax are comparing it to the libraries listed below
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆85Updated 3 years ago
- Baselines for gymnax 🤖☆61Updated last year
- JAX implementations of core Deep RL algorithms☆79Updated 2 years ago
- ☆41Updated last year
- General Modules for JAX☆62Updated 5 months ago
- ☆66Updated 4 months ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆102Updated 2 years ago
- Accelerated replay buffers in JAX☆41Updated 2 years ago
- Vectorization techniques for fast population-based training.☆55Updated 2 years ago
- Revisiting Rainbow☆73Updated 3 years ago
- An implementation of MuZero in JAX.☆54Updated 2 years ago
- Novelty MiniGrid--NovGrid--is an extension of MiniGrid environment that allows for the world properties and dynamics to change according …☆35Updated 7 months ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated last year
- A collection of RL algorithms written in JAX.☆95Updated 2 years ago
- Docker containers of baseline agents for the Crafter environment☆28Updated 3 years ago
- Implementation of Diversity Is All You Need (DIAYN) on top of Stable Baselines 3.☆12Updated 2 years ago
- Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238☆44Updated 4 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆138Updated last year
- ☆29Updated 3 years ago
- Simplistic Pytorch Implementation of the Dreamer-RL☆20Updated 2 years ago
- Efficient Exploration via State Marginal Matching (2019)☆67Updated 5 years ago
- TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.☆67Updated last year
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆52Updated 3 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 4 years ago
- AGAC: Adversarially Guided Actor-Critic☆48Updated 3 years ago
- RE3: State Entropy Maximization with Random Encoders for Efficient Exploration☆68Updated 3 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆106Updated 2 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆43Updated last year
- Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020☆25Updated 4 years ago
- My Body Is A Cage☆38Updated 3 years ago