The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
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Machine learning, in numpy
- machine-learning
- neural-networks
- topic-modeling
- gaussian-mixture-models
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
- wandb
- reinforcement-learning
- pytorch
- python
(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
- ai
- deep-reinforcement-learning
- wpa-psk
- handshakes
A customisable 3D platform for agent-based AI research
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
- tensorlayer
- deep-learning
- tensorflow
- neural-network
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
RLinf: Reinforcement Learning Infrastructure for Embodied and Agentic AI
- reinforcement-learning
- agentic-ai
- rlinf
- vla-rl
Deep Reinforcement Learning for Keras.
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
- tensorflow
- pytorch
- keras
- gobang
A JavaScript deep learning and reinforcement learning library.
- deep-learning
- self-driving-car
- reinforcement-learning
- javascript
Program learning to play Flappy Bird by machine learning (Neuroevolution)
- neuroevolution
- machine-learning
- flappybird
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
- pytorch
- reinforcement-learning
- deep-learning
- deep-reinforcement-learning
Manipulation Skill Framework, an open source GPU parallelized robotics simulator and benchmark
- reinforcement-learning
- robotics
- robot-manipulation
- embodied-ai
Modularized Implementation of Deep RL Algorithms in PyTorch
- pytorch
- deep-reinforcement-learning
- dqn
- dueling-network-architecture
Open source neural network chess engine with GPU acceleration and broad hardware support.
- alphazero-inspired
- chess
- chess-engine
- leela-chess-zero
Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models" (ICLR 2024)
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow:
MuZero implementation
- muzero
- reinforcement-learning
- alphazero
- pytorch
Roboto_origin Fully Open-Source DIY Humanoid Robot/萝博头原型机全开源手搓级人形机器人
🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus
- neural-network
- genome
- dino
- genetic-algorithm
[NeurIPS 2025] An official implementation of Flow-GRPO: Training Flow Matching Models via Online RL