kinalmehta / marl-jaxLinks
JAX library for MARL research
☆88Updated last year
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.☆133Updated last year
- A collection of RL algorithms written in JAX.☆104Updated 3 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated 2 years ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆48Updated last year
- Baselines for gymnax 🤖☆71Updated 2 years ago
- Contains JAX implementation of algorithms for inverse reinforcement learning☆72Updated last year
- Challenging Memory-based Deep Reinforcement Learning Agents☆103Updated 10 months ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆58Updated 3 years ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆182Updated 5 months ago
- JAX implementations of core Deep RL algorithms☆82Updated 3 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 3 years ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆114Updated last year
- Jax-Baseline is a Reinforcement Learning implementation using JAX and Flax/Haiku libraries, mirroring the functionality of Stable-Baselin…☆56Updated this week
- Benchmarking RL generalization in an interpretable way.☆161Updated 3 months ago
- [NeurIPS 2022] Open source code for reusing prior computational work in RL.☆97Updated 2 years ago
- ☆83Updated last week
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆17Updated 2 years ago
- ☆48Updated 2 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆89Updated 4 years ago
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆55Updated 2 years ago
- ☆44Updated 11 months ago
- ☆101Updated last year
- TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.☆76Updated last year
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆43Updated this week
- Accelerated minigrid environments with JAX☆146Updated 2 weeks ago
- PAIRED in PyTorch 🔥☆63Updated 2 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆148Updated 2 years ago
- Partially Observable Process Gym☆198Updated 3 months ago
- Vectorization techniques for fast population-based training.☆56Updated 3 years ago
- ☆31Updated 4 years ago