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dqn-agents

Here are 21 public repositories matching this topic...

Festlandtommy / DRL_SC2

Deep Reinforcement Learning | Training an AI agent to play Starcraft II

reinforcement-learning dqn-agents

Updated Aug 9, 2019
TeX

sagalpreet / processing_game

A simple game aimed at training an artificial agent to play it considerably well.

game processing reinforcement-learning jython dqn-agents

Updated Aug 21, 2020
Python

Jesse-Redford / DeepTurtles

Python code for teaching turtles how to play variations of "tag" with Deep Q-Networks.

python keras deep-reinforcement-learning tag dqn-agents turtle-agents turtle-enviroments

Updated Aug 26, 2020

ccr-cheng / DQN-Agents-Pysc2-BuildMarines

Implement the Scripted and DQN Agents for Pysc2 BuildMarines Minigame with PyTorch

reinforcement-learning pytorch pysc2 dqn-agents

Updated Dec 3, 2020
Python

davide97l / rl-policies-attacks-defenses

Adversarial attacks on Deep Reinforcement Learning (RL)

reinforcement-learning deep-reinforcement-learning pytorch dqn atari-games gym-environment ppo a2c adversarial-attacks adversarial-training adversarial-defense dqn-agents ppo-agent tianshou uniform-attack strategically-timed-attack critical-point-attack adversarial-policies a2c-agent

Updated Feb 27, 2021
Jupyter Notebook

candrasc / hungry_geese

My on-going submission to the Kaggle HungryGeese competition where you pit your reinforcement learning agent against other competitors. https://www.kaggle.com/c/hungry-geese

reinforcement-learning kaggle-competition dqn-agents

Updated Apr 30, 2021
Python

kaiyoo / AI-agent-Azul-Game-Competition

AI agent game competition - Reinforcement learning (Monte Carlo Tree Search, Deep Q-learning, Minimax)

reinforcement-learning dqn mcts agent-based-modeling minimax ai-planning monte-carlo-tree-search deep-q-learning ai-agents agent-based-model dqn-agents

Updated Jun 22, 2022
Python

Q-NIM-ai-learns-to-play-Nim-using-standard-and-deep-Q-Learning

EliaFantini / Q-NIM-ai-learns-to-play-Nim-using-standard-and-deep-Q-Learning

Reinforcement Learning: Q-Learning and Deep Q-Learning to train artificial agents that can play the famous game of Nim.

python reinforcement-learning nim neural-network multiprocessing plotly q-learning pandas pytorch artificial-intelligence dqn artificial-neural-networks matplotlib self-learning intelligent-agent deep-q-learning joblib dqn-pytorch dqn-agents

Updated Sep 25, 2022
Jupyter Notebook

abhilash1910 / Deep_Reinforcement_Learning_Trading

Deep Reinforcement Learning for Trading

Updated Oct 10, 2022
Jupyter Notebook

vorabrijesh / DQN_ATARI_PONG

DQN Atari Pong game

reinforcement-learning pong dqn atari hacktoberfest dqn-agents hackoctoberfest2022

Updated Oct 14, 2022
Jupyter Notebook

indropal / NavigationRLAgent

Reinforcement Learning Project to explore State of the Art RL algorithms and compare their performance for an Agent navigating through an environment while avoiding obstacles.

reinforcement-learning deep-learning deep-reinforcement-learning deep-learning-algorithms dqn-pytorch dqn-agents

Updated Nov 21, 2022
Jupyter Notebook

filesmuggler / sneaky_snakes

Snake game with RL

python reinforcement-learning mit numpy python3 pygame dqn reinforcement-learning-algorithms matplotlib mit-license dqn-pytorch dqn-agents

Updated Jan 29, 2023
Python

AnastasiaML / Computational-Intelligence-And-Deep-Learning-Techniques-In-Developing-Intelligent-Agents-For-Games

The aim of this repository is the analysis and study of computer intelligence and in-depth learning techniques in the development of intelligent gaming agents.

python machine-learning reinforcement-learning opeani-gym deep-learning deep-reinforcement-learning pytorch atari spaceinvaders mspacman computational-intelligence qbert dqn-agents ppo-agent a2c-agent stable-baselines3 qrdqn

Updated Apr 21, 2023
Python

nouranHisham / Intelligent-Traffic-Analysis

Graduation Project 2023, an intelligent traffic management system that combines reinforcement learning along with simulation.

reinforcement-learning xml-parsing dqn sumo sumologic traffic-control traffic-simulation reinforcement-learning-agent reward-functions dqn-agents dqn-keras dqn-model

Updated Jul 9, 2023
Jupyter Notebook

JANBOUBI-ABDERRAHIM / Trading-bot-Using-Reinforcement-Learning

reinforcement-learning tensorflow currency keras trading-bot reinforcement-learning-algorithms rl stock-trading gym-environment reinforcement-learning-agent reinforcement-learning-environments dqn-agents dqn-algorithm

Updated Jul 20, 2023
Jupyter Notebook

NamrataThakur / RL-Based-Profit-Maximization

reinforcement-learning dqn reinforcement-learning-agent reinforcement-learning-environments dqn-agents dqn-algorithm profit-maximization

Updated Sep 21, 2023
Jupyter Notebook

BetterCallSaud / checkers-dqn-agent

A game-playing AI that uses Deep-Q Networks to play Checkers

reinforcement-learning deep-q-network game-playing dqn-agents

Updated Feb 8, 2024

chowfi / FineTune-LLM-OnlineRL

Fine-tuning LLM agents w online RL for XiangQi (Chinese Chess)

reinforcement-learning xiangqi dqn-agents llm-agents ddqn-agents

Updated Apr 30, 2024
Jupyter Notebook

msuvorov7 / base_deep_learning

Implementation of base DL tasks

qlearning word2vec pytorch pixelcnn ssd300 quartznet cross-entropy-method dqn-agents crf-pos-tagging

Updated Aug 3, 2024
Jupyter Notebook

SahilBarbade1203 / DeepRL-Ensembled-Stock-Trading-Algorithm

FinSearch Research Competition

reinforcement-learning-algorithms ensemble-learning trading-algorithms technical-analysis ddpg-agent dqn-agents rl-trading nifty50 ddqn-agents

Updated Aug 10, 2024
Jupyter Notebook

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