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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Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
StarCraft II Learning Environment
- reinforcement-learning
- machine-learning
- starcraft-ii
- starcraft-ii-replays
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
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
- games
- reinforcement-learning
- multiagent
- cpp
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
A library of reinforcement learning components and agents
Program learning to play Flappy Bird by machine learning (Neuroevolution)
- neuroevolution
- machine-learning
- flappybird
Massively parallel rigidbody physics simulation on accelerator hardware.
TensorFlow Reinforcement Learning
🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus
- neural-network
- genome
- dino
- genetic-algorithm
Monte Carlo tree search in JAX
- jax
- reinforcement-learning
- monte-carlo-tree-search
Trading Environment(OpenAI Gym) + DDQN (Keras-RL)
Trading Environment(OpenAI Gym) + PPO(TensorForce)
- ppo
- proximal-policy-optimization
- tensorforce
- trading
Communicating with godot engine through shared memory