pytorch-ddpg VS actorch

Compare pytorch-ddpg vs actorch and see what are their differences.

pytorch-ddpg

Deep deterministic policy gradient (DDPG) in PyTorch 🚀 (by zhihanyang2022)
Ddpg deep-reinforcement-learning Pytorch Gym pendulum-v0 recurrent-neural-networks
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actorch

Deep reinforcement learning framework for fast prototyping based on PyTorch (by lucadellalib)
Python Pytorch Deep Learning Machine Learning reinforcement-learning actor-critic deep-reinforcement-learning gymnasium ray-tune distributional-rl retrace vtrace A2c acktr Ppo td3 trpo Ddpg sac
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pytorch-ddpg actorch
1 2
0 12
- -
0.0 2.5
about 3 years ago about 1 year ago
Python Python
MIT License Apache License 2.0
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pytorch-ddpg

Posts with mentions or reviews of pytorch-ddpg. We have used some of these posts to build our list of alternatives and similar projects.
  • Recurrent DDPG is not working
    1 project | /r/reinforcementlearning | 21 Apr 2021
    Hi everyone, I'm recently coding a recurrent version of DDPG in PyTorch for my own research, but it's not working. I would really appreciate it if someone could help me look at my repo: https://github.com/zhihanyang2022/pytorch-ddpg.

actorch

Posts with mentions or reviews of actorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-28.

What are some alternatives?

When comparing pytorch-ddpg and actorch you can also consider the following projects:

muzero-general - MuZero

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

ElegantRL - Massively Parallel Deep Reinforcement Learning. 🔥

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

handwriting-synthesis - Handwriting Synthesis with RNNs ✏️

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

pytorch-ddpg vs muzero-general actorch vs skrl pytorch-ddpg vs ElegantRL actorch vs cleanrl pytorch-ddpg vs handwriting-synthesis pytorch-ddpg vs minimalRL