PCGrad
minimalRL
| PCGrad | minimalRL | |
|---|---|---|
| 1 | 5 | |
| 286 | 2,725 | |
| - | - | |
| 0.0 | 1.6 | |
| about 4 years ago | about 1 year ago | |
| Python | Python | |
| MIT License | MIT License |
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PCGrad
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Help with studying AI in go
Let me see if I find a public example: the other day I was trying some experiments with PCGrad, so I looked at the code and bumped into this line:
minimalRL
- Does anyone know good python sources hardcoded of RL?
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Question about pseudocodes
Did you try minimalRL?
- Rl algorithm implemented
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RL agent for simple games?
This github is great.
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PPO+LSTM Implementation
Maybe this implementation helps: https://github.com/seungeunrho/minimalRL/blob/master/ppo-lstm.py
What are some alternatives?
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).
ElegantRL - Massively Parallel Deep Reinforcement Learning. 🔥
EQTransformer - EQTransformer, a python package for earthquake signal detection and phase picking using AI.
Pytorch-PCGrad - Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
trax - Trax — Deep Learning with Clear Code and Speed
DeepRL-TensorFlow2 - 🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Gorgonia - Gorgonia is a library that helps facilitate machine learning in Go.
rlpyt - Reinforcement Learning in PyTorch
pomdp-baselines - Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
deep-RL-trading - playing idealized trading games with deep reinforcement learning
ultimate-volleyball - 3D RL Volleyball environment built on Unity ML-Agents
Fleet-AI - Using Reinforcement Learning to play Battleship