JuliaReinforcementLearning / ReinforcementLearningEnvironments.jl
A one-stop package for different reinforcement learning environments
☆57Updated 3 years ago
Related projects: ⓘ
- ☆28Updated 3 years ago
- ☆25Updated 3 years ago
- Gym environments in Julia☆54Updated 4 years ago
- ☆52Updated 3 years ago
- A minimal reinforcement learning environment interface with additional opt-in features.☆45Updated last year
- Help! I'm lost in the flatland!☆46Updated last year
- Julia library for deep reinforcement learning☆43Updated 5 months ago
- Concise and friendly interfaces for defining MDP and POMDP models for use with POMDPs.jl solvers☆29Updated last month
- Implementation of the Deep Q-learning algorithm to solve MDPs☆72Updated 3 months ago
- Easy peasy logging to TensorBoard with Julia☆102Updated 4 months ago
- Interface for deep reinforcement learning☆24Updated 3 years ago
- Simple particle filter implementation in Julia - works with POMDPs.jl models or others.☆45Updated last month
- A meta-package for the Lyceum ecosystem.☆27Updated 4 years ago
- Deep Reinforcement Learning examples using Julia☆20Updated 4 years ago
- Differentiating convex optimization programs w.r.t. program parameters☆122Updated last month
- It slices, it dices, it splices!☆137Updated 4 months ago
- Flux baselines: Implementations of reinforcement learning algorithms using Flux☆29Updated 4 years ago
- OpenAI's Gym binding for Julia☆105Updated 2 years ago
- Algorithms for optimization of Julia expressions☆44Updated last week
- What were my hyper-parameter settings again?☆28Updated last year
- Sum of Squares Programming for Julia☆115Updated 3 weeks ago
- Reachability analysis for closed-loop control systems in Julia☆44Updated last week
- Efficiently solving instances of a parameterized family of (possibly mixed-integer) linear/quadratic optimization problems in Julia☆73Updated 3 years ago
- A parallel iterator for large machine learning datasets that don't fit into memory inspired by PyTorch's `DataLoader` class.☆76Updated last year
- Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff☆151Updated 3 weeks ago
- Monte Carlo Tree Search for Markov decision processes using the POMDPs.jl framework☆73Updated 3 months ago
- Problem models for testing POMDPs.jl☆31Updated 3 months ago
- Utility package for subsetting, resampling, iteration, and partitioning of various types of data sets in Machine Learning☆61Updated 2 years ago
- Starter kit for legendary models☆106Updated 2 years ago
- Abstractions, algorithms, and utilities for reinforcement learning in Julia☆200Updated 2 years ago