Autonomous-learning-library Alternatives

Similar projects and alternatives to autonomous-learning-library

• cleanrl

  41 4,459 6.3 Python autonomous-learning-library VS cleanrl

  High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

• pytorch-a2c-ppo-acktr-gail

  3 3,423 0.0 Python autonomous-learning-library VS pytorch-a2c-ppo-acktr-gail

  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).

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• skrl

  7 404 9.3 Python autonomous-learning-library VS skrl

  Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym

• PPO-PyTorch

  2 1,472 2.8 Python autonomous-learning-library VS PPO-PyTorch

  Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

• deep_rl_zoo

  1 90 3.6 Python autonomous-learning-library VS deep_rl_zoo

  A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.

• learning-to-drive-in-5-minutes

  1 277 0.0 Python autonomous-learning-library VS learning-to-drive-in-5-minutes

  Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

• Tetris-deep-Q-learning-pytorch

  2 445 1.2 Python autonomous-learning-library VS Tetris-deep-Q-learning-pytorch

  Deep Q-learning for playing tetris game

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• Meta-SAC

  1 28 0.0 Python autonomous-learning-library VS Meta-SAC

  Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020

• Fleet-AI

  1 3 0.0 Python autonomous-learning-library VS Fleet-AI

  Using Reinforcement Learning to play Battleship

• turtlebot3_ddpg_collision_avoidance

  1 90 4.0 C++ autonomous-learning-library VS turtlebot3_ddpg_collision_avoidance

  Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay

• deep_control

  1 87 1.8 Python autonomous-learning-library VS deep_control

  Deep Reinforcement Learning for Continuous Control in PyTorch