rainbow-dqn

Here are 22 public repositories matching this topic...

Lizhi-sjtu / DRL-code-pytorch

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

reinforcement-learning pytorch rainbow-dqn dqn-pytorch ddpg-pytorch ppo-pytorch sac-pytorch ppo-gru ppo-lstm td3-pytorch

Updated Mar 29, 2023
Python

archsyscall / DeepRL-TensorFlow2

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🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

machine-learning reinforcement-learning deep-learning tensorflow deep-reinforcement-learning dqn a3c reinforce ddpg sac double-dqn trpo dueling-dqn ppo a2c rainbow-dqn tensorflow2

Updated Jun 4, 2022
Python

cyoon1729 / RLcycle

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A library for ready-made reinforcement learning agents and reusable components for neat prototyping

reinforcement-learning pytorch hydra dqn a3c ddpg sac quantile-regression a2c rainbow-dqn

Updated Feb 13, 2024
Python

THINK989 / Real-Time-Stock-Market-Prediction-using-Ensemble-DL-and-Rainbow-DQN

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tensorflow keras lstm gru ensemble stock-price-forecasting trade-bot rainbow-dqn real-time-prediction

Updated Nov 24, 2024
Python

deligentfool / dqn_zoo

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The implement of all kinds of dqn reinforcement learning with Pytorch

pytorch dqn ddqn dueling-dqn iqn categorical-dqn soft-q-learning rainbow-dqn qr-dqn prioritized-dqn noisy-dqn n-step-dqn fqf distributional-dqn mmddqn

Updated Mar 25, 2021
Python

archsyscall / DistRL-TensorFlow2

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🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.

machine-learning deep-learning tensorflow dqn c51 rainbow-dqn qr-dqn tensorflow2 distributional-rl

Updated Feb 28, 2021
Python

Sheng-J / DOM-Q-NET

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Graph-based Deep Q Network for Web Navigation

reinforcement-learning qlearning rl graph-based-learning graph-neural-networks rainbow-dqn dqn-pytorch

Updated Jul 8, 2019
Python

kochlisGit / Autonomous-Vehicles-Adaptive-Cruise-Control

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An implementation of an Autonomous Vehicle Agent in CARLA simulator, using TF-Agents

python agent reinforcement-learning computer-vision algorithms simulation deep-reinforcement-learning dqn self-driving-car vehicle av autonomous-vehicles c51 adaptive-cruise-control carla-simulator rainbow-dqn dqn-tensorflow lane-keep-assistant

Updated Nov 23, 2023
Python

nslyubaykin / relax

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ReLAx - Reinforcement Learning Applications Library

dqn ddpg sac trpo categorical-dqn ppo model-based-rl dyna-q reinforcementlearning td3 policy-gradients rainbow-dqn n-step-bootstrapping mbpo

Updated Feb 19, 2023
Python

chucnorrisful / dqn

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Applying the DQN-Agent from keras-rl to Starcraft 2 Learning Environment and modding it to to use the Rainbow-DQN algorithms.

python reinforcement-learning keras dqn reinforcement-learning-algorithms ddqn double-dqn keras-rl dueling-dqn starcraft2 pysc2 pysc2-agent prioritized-experience-replay pysc2-mini-games starcraft2-ai sc2le rainbow-dqn dddqn

Updated Jul 3, 2019
Python

sshkhr / RBDoom

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RBDoom is a Rainbow-DQN based agent for playing the first-person shooter game Doom

reinforcement-learning deep-learning deep-reinforcement-learning deep-q-network double-dqn dueling-dqn experience-replay rainbow-dqn

Updated Jan 26, 2019
Python

davide97l / Rainbow

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Implementation and evaluation of the RL algorithm Rainbow to learn to play Atari games.

atari-games dueling-dqn categorical-dqn prioritized-experience-replay cartpole-v0 rainbow-dqn dqn-pytorch ddqn-pyotrch noisy-dqn

Updated Aug 19, 2020
Python

kochlisGit / Deep-RL-Frameworks

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Comparison of different Deep Reinforcement Learning (DRL) Frameworks. This repository includes "tf-agents", "RLlib" and will soon support "acme" as well.

python reinforcement-learning tensorflow acme deep-reinforcement-learning pytorch dqn ray masking ppo drl-frameworks rainbow-dqn rllib soft-actor-critic tf-agents lstm-ppo custom-models model-mask custom-environments

Updated Apr 9, 2023
Jupyter Notebook

wegfawefgawefg / wegs-drl-baselines

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Minimum viable reinforcement learning algorithms for your educational convenience.

machine-learning reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn neural-networks reinforcement-learning-algorithms actor-critic dueling-dqn ppo reinforcement-learning-agent td3 world-models rainbow-dqn dqn-pytorch world-models-rl ppo-pytorch noisy-dqn

Updated Jun 25, 2023
Python

ashutoshtiwari13 / DeepQNetwork-Hub

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Tensorflow - Keras /PyTorch Implementation ⚡️ of State-of-the-art DeepQN for RL Gym benchmarks 👨‍💻

deep-reinforcement-learning double-dqn dueling-dqn categorical-dqn prioritized-experience-replay implementation-of-algorithms deep-qlearning-algorithm rainbow-dqn quantile-regression-dqn keras-dqn noisy-dqn tensorflow-dqn

Updated Jul 26, 2020
Jupyter Notebook

TopAgrume / reinforcement_learning_tp4

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Reinforcement learning project for Atari Breakout

breakout-game reinforcement-learning-agent rainbow-dqn

Updated Nov 18, 2024
Python

willi-menapace / atari_reinforcement_learning

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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.

python reinforcement-learning pytorch rainbow-dqn ms-pacman