Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
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Dec 4, 2020 - Python
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ddqn
Here are 160 public repositories matching this topic...
Reinforcement learning tutorials
reinforcement-learning dqn policy-gradient a3c ddqn dueling-dqn ppo a2c lunarlander d3qn bipedalwalker ppo-agent actor-critic-algorythm
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Mar 25, 2023 - Python
Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]
reinforcement-learning deep-learning deep-reinforcement-learning pytorch openai deep-learning-algorithms self-driving-car autonomous-driving self-driving ddqn self-driving-cars proximal-policy-optimization ppo carla-simulator carla-driving-simulator self-driving-car-simulation carla-environment
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Feb 6, 2024 - Python
AI research environment for the Atari 2600 games 🤖.
python machine-learning reinforcement-learning ai ml space-invaders artificial-intelligence dqn gym breakout rl atari python2 ddqn q-l
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Aug 30, 2022 - Python
Repository for codes of 'Deep Reinforcement Learning'
tensorflow deep-reinforcement-learning pygame dqn icm rnd drl ddqn double-dqn prioritized-replay dueling-dqn deep-recurrent-q-network drqn prioritized-experience-replay noisynet-dqn
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Oct 4, 2019 - Python
Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch
reinforcement-learning monte-carlo atari2600 deep-reinforcement-learning pytorch dqn sarsa sonic-the-hedgehog vizdoom reinforce ddpg sac t3d actor-critic ddqn ppo a2c policy-gradients
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Mar 9, 2020 - Jupyter Notebook
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
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Mar 25, 2021 - Python
A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing
deep-reinforcement-learning dqn mdp deep-q-network markov-decision-processes resource-management performance-evaluation mec ddqn edge-computing lstm-networks network-optimization computation-offloading network-performance d3qn qoe-measurements double-deep-q-network mobile-edge-computing dueling-ddqn qeco
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Dec 24, 2024 - Python
This projects aims to use reinforcement learning algorithms to play the game 2048.
machine-learning reinforcement-learning openai-gym artificial-intelligence 2048 ddqn gym-environment
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Nov 21, 2022 - Python
Implementation of Double DQN reinforcement learning for OpenAI Gym environments with PyTorch.
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Jul 25, 2024 - Python
Keras implementation of DQN on ViZDoom environment
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Oct 16, 2016 - Python
📖 Paper: Deep Reinforcement Learning with Double Q-learning 🕹️
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May 9, 2024 - Python
This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.
deep-reinforcement-learning rainbow doom dqn sarsa a3c ddqn ddpg-algorithm ppo a2c prioritized-experience-replay cartpole-v0 noisy-networks soft-actor-critic half-cheetah kungfumaster-v0 ant-v2 reinforce-algorithm
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Apr 24, 2021 - Jupyter Notebook
Snake game with neural network AI model
javascript game rust reinforcement-learning neural-network wasm pytorch dqn snake-game deeplearning ddqn
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Nov 17, 2022 - Rust
Using pytorch to implement DQN / DDQN / Atari DDQN
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Aug 30, 2018 - Python
My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.
reinforcement-learning tensorflow lstm dqn rl rnd a3c per ddqn distributed-tensorflow ppo dppo random-network-distillation dueling-ddqn n-step rnd-ppo n-step-target n-step-return
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Mar 24, 2023 - Jupyter Notebook
TraderNet-CRv2 - Combining Deep Reinforcement Learning with Technical Analysis and Trend Monitoring on Cryptocurrency Markets
python machine-learning deep-neural-networks tensorflow trading-bot deep-reinforcement-learning trading-algorithms technical-analysis technical-indicators google-trends ddqn google-trends-api proximal-policy-optimization cryptocurrency-trading reward-shaping explainability tf-agents double-dqn-algorithm risk-adjusted-return ppo-algorithm
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Oct 2, 2023 - Jupyter Notebook
Parallel training on multiple Deep RL agents with Federated Learning approach to gain higher rewards
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Sep 1, 2022 - Python
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