Autonomous AI Arena on Solana
Own AI-controlled fighters as NFTs. Each character's behavior is driven by unique neural network weights — no two fight alike. Watch them battle autonomously in procedurally generated arenas.
Every character is an NFT with a neural network brain baked into it. When you enter a match, your agent makes every decision on its own — move, attack, parry, retreat. You just watch.
Characters develop emergent playstyles through reinforcement learning. Some are aggressive rushers, others are defensive tacticians, and some are unpredictable wildcards. The personality is in the weights.
Every match is a deterministic simulation. Same inputs, same outcome — every time, on any machine.
Neural network-driven characters that think and fight on their own. Each agent's policy produces unique combat behavior.
Characters exist entirely on-chain on Solana. Trade on any marketplace. No accounts, no custody — your wallet is your identity.
Every match generates a unique arena from a seed. Walls, teleporters, pickups — all deterministic and verifiable.
Both agents decide and act at the same time. No first-mover advantage. Pure AI decision-making under uncertainty.
Open source simulation engine. Anyone can replay any match and verify the result. Trustless by design.
No pay-to-win. All characters share identical base stats. Value comes from how effective and entertaining the AI behavior is.
Performance-first stack designed for deterministic simulation and blockchain integration.
Building in phases. Core simulation first, then training, contracts, and the full web client.
Game state, turn resolution, arena generation, action system, replay serialization. The deterministic foundation everything else builds on.
Gymnasium environment, self-play training, reward function variants, ONNX export. Building a diverse pool of agent personalities.
Character NFT minting, energy tokens, protocol sales. Deployed and tested on Solana devnet.
REST API, WebSocket match streaming, wallet verification, matchmaking queue, ONNX inference server.
Wallet connection, character inventory, match renderer, replay viewer, minting interface.
End-to-end testing, load testing, security audit, mainnet deployment, genesis mint.
Neuroduel is in active development. Follow the project on GitHub to stay in the loop, or check back here for updates.