2048 environment for Reinforcement Learning and DQN algorithm
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May 27, 2022 - Python
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dqn-algorithm
Here are 12 public repositories matching this topic...
基于DQN算法的投球2D仿真，没有考虑空气阻力，仅用于算法理解
machine-learning reinforcement-learning machine-learning-algorithms dqn reinforcement-learning-algorithms machinelearning dqn-pytorch dqn-agents hoop dqn-algorithm
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Jun 5, 2025 - Python
A Streamlit application demonstrating Reinforcement Learning (RL) for intelligent product recommendations in online advertising. Explore different RL algorithms and their impact on personalization.
reinforcement-learning multi-armed-bandit actor-critic product-recommendation q-learning-algorithm dqn-algorithm
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Apr 11, 2025 - Python
A reinforcement learning project exploring different RL algorithms. Namely: QLearning, DQN, PPO, TreeQN, SAVE,
reinforcement-learning-algorithms qlearning-algorithm gridworld-environment mcts-algorithm dqn-algorithm mbrl mbpo mfrl
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Oct 10, 2025 - Python
# FreeHoopRLThis project uses a Deep Q-Network (DQN) algorithm to train an AI agent for shooting basketballs in a simple 2D environment. The agent learns to choose the right angle and force to score points, with results visualized through training and analysis graphs. 🎉🤖
machine-learning reinforcement-learning dqn reinforcement-learning-algorithms dqn-pytorch dqn-agents hoop dqn-algorithm
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Jul 9, 2025 - Python
This project implements a self-driving car agent using Deep Q-Network (DQN) in a simulated highway environment.
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Oct 10, 2025 - Python
First I created an environment of openAI and Gymnasium I have campared Q-Learning Algoirthm and and DQN Learning Algorithm I got best reward DQN Because It's advance
machine-learning qlearning machine-learning-algorithms openai-gym artificial-intelligence openai gymnasium gym-environment dqn-algorithm
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Jun 25, 2024 - Python
Implementations of some of the most well known Deep Reinforcement Learning algorithms
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Jan 16, 2024 - Python
The "Reinforcement Learning Snake Game" project uses Deep Q-Learning to train an AI agent to play Snake autonomously. The agent learns to maximize its score by eating apples and avoiding collisions, demonstrating reinforcement learning in a game environment. The project includes game logic, RL agent code, and training scripts.
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Nov 14, 2024 - Python
A small demo of RL algorithms on a trash collector robot
reinforcement-learning reinforcement-learning-algorithms rl reinforcement-learning-agent qnetwork dqn-algorithm
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Jun 25, 2025 - Python
Reinforcement Learning: Cartpole Balancing with a DQN Agent
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Jul 25, 2022 - Python
🏀 Train an AI agent to master basketball shooting using a deep Q-network in a 2D environment, enhancing algorithm understanding and skill development.
machine-learning reinforcement-learning dqn reinforcement-learning-algorithms dqn-pytorch dqn-agents hoop dqn-algorithm
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Oct 11, 2025 - Python
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