smearle / control-pcgrl
Train or evolve controllable and diverse level-generators.
☆44Updated 10 months ago
Alternatives and similar repositories for control-pcgrl:
Users that are interested in control-pcgrl are comparing it to the libraries listed below
- A package for "Procedural Content Generation via Reinforcement Learning" OpenAI Gym interface.☆116Updated last month
- PAIRED in PyTorch 🔥☆57Updated last year
- Research Into Learning to Generate Game Levels through Play☆31Updated 4 years ago
- A python implementation of differentiable quality diversity.☆48Updated 3 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
- Repository for the PGA-MAP-Elites algorithm. PGA-MAP-Elites was developed to efficiently scale MAP-Elites to large genotypes and noisy d…☆36Updated 3 years ago
- General Modules for JAX☆62Updated 5 months ago
- An experimental setup for running quality diversity algorithms on GAN latent spaces.☆21Updated 4 years ago
- Combining NEAT and novelty search to quickly generate diverse video game levels (GECCO 2022). https://arxiv.org/abs/2204.06934☆15Updated 2 years ago
- impact-driven-exploration☆130Updated last year
- map elites python reference implementation☆79Updated last year
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆53Updated 2 years ago
- Code for Powderworld: A Platform for Understanding Generalization via Rich Task Distributions☆64Updated 4 months ago
- A Python interface for Minecraft built on gRPC☆123Updated 2 years ago
- AGAC: Adversarially Guided Actor-Critic☆48Updated 3 years ago
- Nethack Learning Environment Wrapper for Language Interface☆35Updated last year
- A grid-world game engine for game AI research☆236Updated 9 months ago
- ☆48Updated last year
- Official repo for the E3B algorithm described in the paper "Exploration via Elliptical Episodic Bonuses".☆80Updated 9 months ago
- Supplementary Data for Evolving Reinforcement Learning Algorithms☆46Updated 3 years ago
- Documentation: https://stratega.readthedocs.io/en/latest/☆45Updated last year
- Collection of in-progress libraries for entity neural networks.☆29Updated 2 years ago
- Repository for the QDgym code. A framework for Quality Diversity optimization benchmark tasks based OpenAI Gym.☆22Updated 3 years ago
- Synchronized Curriculum Learning for RL Agents☆31Updated this week
- Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.☆128Updated 4 months ago
- Library to compare and evaluate reward functions☆64Updated last year
- The source code for the gym-microrts paper.☆42Updated 2 years ago
- JAX implementations of core Deep RL algorithms☆79Updated 2 years ago
- Vectorization techniques for fast population-based training.☆55Updated 2 years ago
- A collection of RL algorithms written in JAX.☆95Updated 2 years ago