DQN-Atari
minimalRL
DQN-Atari | minimalRL | |
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2 | 5 | |
66 | 2,725 | |
- | - | |
10.0 | 1.6 | |
over 1 year ago | about 1 year ago | |
Python | Python | |
- | MIT License |
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DQN-Atari
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Working with DQN ! need some help !
Code Implementation incase this is what you are looking for: https://github.com/KaleabTessera/DQN-Atari
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Didn't know any RL 4 weeks ago and now I beat the course teachers solution with my DQN pong AI!
I implemented Dqn playing pong a while back (https://github.com/KaleabTessera/DQN-Atari), incase anyone is looking for a code implementation.
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?
autonomous-learning-library - A PyTorch library for building deep reinforcement learning agents.
ElegantRL - Massively Parallel Deep Reinforcement Learning. 🔥
ai-traineree - PyTorch agents and tools for (Deep) Reinforcement Learning
Pytorch-PCGrad - Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
DeepRL-TensorFlow2 - 🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
tianshou - An elegant PyTorch deep reinforcement learning library.
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