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aipodcast125/
agentquest

Name: agentquest
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AgentQuest - Multi-Agent RL RPG Simulator

AI agents with RPG skills that learn to survive using Deep Reinforcement Learning (DQN).

Quick Start

bash

pip install torch numpy pygame
python main.py                  # Train + watch live visualization
python main.py --train-only     # Train fast without visualization
python main.py --watch          # Watch saved trained agents play
python main.py --episodes 1000 --agents 4  # Custom settings

How It Works

3 AI agents spawn in a 20x20 grid RPG world
Each agent has: HP, Strength, Agility, Intelligence
Agents collect food, gold, weapons, fight monsters -- and level up!
DQN neural network learns which actions maximize survival reward
Agents start random (epsilon=1.0) and become strategic over 2000 episodes

Project Structure

agentquest/
├── main.py                  # Entry point
├── config/game_config.py    # All settings & hyperparameters
├── environment/
│   ├── world.py             # Grid world, resources, monsters
│   └── game_env.py          # Multi-agent environment
├── agents/dqn_agent.py      # DQN brain + replay memory
├── training/trainer.py      # Training loop
└── viz/renderer.py          # Pygame live visualizer

aipodcast125/agentquest

AgentQuest - Multi-Agent RL RPG Simulator

Quick Start

How It Works

Project Structure

aipodcast125/
agentquest