kinalmehta / marl-jax
JAX library for MARL research
β84Updated last year
Alternatives and similar repositories for marl-jax:
Users that are interested in marl-jax are comparing it to the libraries listed below
- PAIRED in PyTorch π₯β58Updated last year
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"β101Updated 2 years ago
- A collection of RL algorithms written in JAX.β95Updated 2 years ago
- Contains JAX implementation of algorithms for inverse reinforcement learningβ69Updated 6 months ago
- Baselines for gymnax π€β63Updated last year
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"β43Updated 7 months ago
- Simple single-file baselines for Q-Learning in pure-GPU settingβ137Updated 2 months ago
- JAX implementations of core Deep RL algorithmsβ79Updated 2 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objectiveβ79Updated last year
- Evaluating long-term memory of reinforcement learning algorithmsβ140Updated last year
- Challenging Memory-based Deep Reinforcement Learning Agentsβ93Updated 3 months ago
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papersβ48Updated 2 years ago
- Revisiting Rainbowβ74Updated 3 years ago
- Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)β113Updated 5 months ago
- Gridworld for MARL experimentsβ138Updated 4 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weightsβ¦β53Updated 2 years ago
- Codebase for the Graph-based Policy Learning algorithm, which is designed for learning policies to solve the open ad hoc teamwork problemβ¦β34Updated 3 years ago
- Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.β128Updated 6 months ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRLβ109Updated 5 months ago
- A tool for aggregating and plotting MARL experiment data.β71Updated last month
- β71Updated 6 months ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the β¦β85Updated 3 years ago
- Benchmarking RL generalization in an interpretable way.β142Updated last week
- Open source code for paper "Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning" ICML 2023β46Updated 9 months ago
- β42Updated last year
- β29Updated 4 years ago
- impact-driven-explorationβ130Updated last year
- Goal-Conditioned Reinforcement Learning with JAXβ121Updated this week
- β28Updated 2 years ago
- β43Updated 4 months ago