rainbow-dqn

Here are 21 public repositories matching this topic...

nslyubaykin / relax_rainbow_dqn_example

Example Rainbow DQN implementation with ReLAx

reinforcement-learning atari2600 dqn reinforcement-learning-algorithms double-dqn atari-games dueling-dqn categorical-dqn prioritized-experience-replay rainbow-dqn discrete-control noisy-dqn n-step-bootstrapping

Updated Aug 29, 2022
Jupyter Notebook

nslyubaykin / rainbow_for_2048

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Playing 2048 with Rainbow agent

reinforcement-learning reinforcement-learning-algorithms deep-q-learning gym-environment 2048-game rainbow-dqn discrete-control

Updated Sep 3, 2022
Jupyter Notebook

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

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

ARgruny / Deep-Reinforcement-Learning

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Build and test DRL algorithms in different environments

reinforcement-learning deep-learning deep-reinforcement-learning rainbow pytorch dqn reinforce ddpg sac double-dqn dueling-dqn deep-deterministic-policy-gradient ppo multi-agent-reinforcement-learning rainbow-dqn maddpg soft-actor-critic

Updated Feb 13, 2024
Jupyter Notebook

Achronus / rl_atari_games

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An exploration of the effects of Intrinsic Motivation methods on RL algorithms using Atari games.

reinforcement-learning deep-reinforcement-learning pytorch curiosity empowerment intrinsic-motivation rainbow-dqn dqn-pytorch ppo-pytorch

Updated Sep 26, 2024
Python

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

TheAmazingElys / atari_rl

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Reinforcement Learning on Atari

deep-reinforcement-learning atari rainbow-dqn

Updated Mar 11, 2021
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

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