kinalmehta / marl-jaxLinks
JAX library for MARL research
☆88Updated 2 years ago
Alternatives and similar repositories for marl-jax
Users that are interested in marl-jax are comparing it to the libraries listed below
Sorting:
- Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.☆136Updated last year
- Contains JAX implementation of algorithms for inverse reinforcement learning☆72Updated last year
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆117Updated last year
- A collection of RL algorithms written in JAX.☆104Updated 3 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆102Updated 3 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆59Updated 3 years ago
- Jax-Baseline is a Reinforcement Learning implementation using JAX and Flax/Haiku libraries, mirroring the functionality of Stable-Baselin…☆61Updated last month
- ☆46Updated last year
- ☆87Updated 2 months ago
- ☆101Updated last year
- [NeurIPS 2022] Open source code for reusing prior computational work in RL.☆98Updated 2 years ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆212Updated last week
- Baselines for gymnax 🤖☆72Updated 2 years ago
- ☆32Updated 4 years ago
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆56Updated 2 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆151Updated 2 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆104Updated last year
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆81Updated 2 years ago
- Benchmarking RL generalization in an interpretable way.☆168Updated this week
- Partially Observable Process Gym☆205Updated 5 months ago
- JAX implementations of core Deep RL algorithms☆82Updated 3 years ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆50Updated last year
- Jaxplorer is a Jax reinforcement learning (RL) framework for exploring new ideas.☆13Updated last year
- On the model-based stochastic value gradient for continuous reinforcement learning☆57Updated 2 years ago
- ☆52Updated 2 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆92Updated 4 years ago
- Rainbow DQN implementation accompanying the paper "Fast and Data-Efficient Training of Rainbow" which reaches 205.7 median HNS after 10M …☆44Updated 3 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
- Novelty MiniGrid--NovGrid--is an extension of MiniGrid environment that allows for the world properties and dynamics to change according …☆35Updated last year
- Vectorization techniques for fast population-based training.☆56Updated 3 years ago