Pytorch-PCGrad Alternatives

Similar projects and alternatives to Pytorch-PCGrad

• pytorch-grad-norm

  1 221 0.0 Python Pytorch-PCGrad VS pytorch-grad-norm

  Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning adjustable weight coefficients.

• minimalRL

  5 2,725 1.6 Python Pytorch-PCGrad VS minimalRL

  Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

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• PPO-PyTorch

  2 1,453 2.8 Python Pytorch-PCGrad VS PPO-PyTorch

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

• cleanrl

  41 4,459 6.3 Python Pytorch-PCGrad VS cleanrl

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

• muzero-general

  14 2,379 0.0 Python Pytorch-PCGrad VS muzero-general

  MuZero

• pytorch-a2c-ppo-acktr-gail

  3 3,423 0.0 Python Pytorch-PCGrad 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).

• pytorch-learn-reinforcement-learning

  3 139 0.0 Python Pytorch-PCGrad VS pytorch-learn-reinforcement-learning

  A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

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