google / balloon-learning-environment
The Balloon Learning Environment - flying stratospheric balloons with deep reinforcement learning.
☆120Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for balloon-learning-environment
- Modular framework for Reinforcement Learning in python☆168Updated last year
- PAIRED in PyTorch 🔥☆56Updated last year
- A collection of RL algorithms written in JAX.☆95Updated 2 years ago
- From search engines, to science, to robotics, this reposity is meant to showcase the use of reinforcement learning in the world..☆217Updated 5 months ago
- Deep Reinforcement Learning for Continuous Control in PyTorch☆93Updated 2 years ago
- Benchmarking RL generalization in an interpretable way.☆132Updated 9 months ago
- Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.☆126Updated 3 months ago
- ☆100Updated 9 months ago
- ☆116Updated last year
- Baselines for gymnax 🤖☆60Updated last year
- Real-World RL Benchmark Suite☆347Updated 4 years ago
- ☆286Updated last year
- Novelty MiniGrid--NovGrid--is an extension of MiniGrid environment that allows for the world properties and dynamics to change according …☆35Updated 6 months ago
- Fully differentiable RL environments, written in Ivy.☆63Updated last year
- impact-driven-exploration☆128Updated last year
- [NeurIPS 2022] Open source code for reusing prior computational work in RL.☆91Updated last year
- Repository for the paper "Planning to Explore via Self-Supervised World Models"☆215Updated last year
- Library to compare and evaluate reward functions☆61Updated last year
- Model-based reinforcement learning in TensorFlow☆54Updated 3 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆49Updated 2 years ago
- Code for the paper, "Learning Human Objectives by Evaluating Hypothetical Behavior"☆83Updated 4 years ago
- An API conversion tool for popular external reinforcement learning environments☆139Updated last month
- A networking protocol for agent-environment communication☆90Updated last month
- An OpenAI Gym environment for multi-agent car racing based on Gym's original car racing environment.☆77Updated 2 years ago
- On the model-based stochastic value gradient for continuous reinforcement learning☆55Updated last year
- Evaluating long-term memory of reinforcement learning algorithms☆133Updated last year
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆285Updated 10 months ago
- Reinforcement learning library in JAX.☆102Updated last year
- Datasets for data-driven deep reinforcement learning with PyBullet environments☆143Updated 3 years ago
- The RL Reliability Metrics library provides a set of metrics for measuring the reliability of reinforcement learning (RL) algorithms, as …☆162Updated last year