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Jul 16, 2024 - Python
rainbow-dqn
Here are 21 public repositories matching this topic...
Build and test DRL algorithms in different environments
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Feb 13, 2024 - Jupyter Notebook
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
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Feb 13, 2024 - Python
An implementation of an Autonomous Vehicle Agent in CARLA simulator, using TF-Agents
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Nov 23, 2023 - Python
Minimum viable reinforcement learning algorithms for your educational convenience.
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Jun 25, 2023 - Python
Comparison of different Deep Reinforcement Learning (DRL) Frameworks. This repository includes "tf-agents", "RLlib" and will soon support "acme" as well.
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Apr 9, 2023 - Jupyter Notebook
Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.
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Mar 29, 2023 - Python
ReLAx - Reinforcement Learning Applications Library
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Feb 19, 2023 - Python
An exploration of the effects of Intrinsic Motivation methods on RL algorithms using Atari games.
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Nov 20, 2022 - Python
Playing 2048 with Rainbow agent
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Sep 3, 2022 - Jupyter Notebook
Example Rainbow DQN implementation with ReLAx
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Aug 29, 2022 - Jupyter Notebook
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
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Jun 4, 2022 - Python
The implement of all kinds of dqn reinforcement learning with Pytorch
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Mar 25, 2021 - Python
Reinforcement Learning on Atari
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Mar 11, 2021 - Python
🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.
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Feb 28, 2021 - Python
Implementation and evaluation of the RL algorithm Rainbow to learn to play Atari games.
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Aug 19, 2020 - Python
Tensorflow - Keras /PyTorch Implementation ⚡️ of State-of-the-art DeepQN for RL Gym benchmarks 👨💻
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Jul 26, 2020 - Jupyter Notebook
We use the Rainbow DQN model to build agents that play Ms-Pacman, Atlantis and Demon Attack. We make modifications to the model that allow much faster convergence on Ms-Pacman with respect to Deepmind's original paper and obtain comparable performance.
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Oct 20, 2019 - Python
Graph-based Deep Q Network for Web Navigation
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Jul 8, 2019 - Python
Applying the DQN-Agent from keras-rl to Starcraft 2 Learning Environment and modding it to to use the Rainbow-DQN algorithms.
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Jul 3, 2019 - Python
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