The post AI will save web3 gaming’s competitive landscape appeared on BitcoinEthereumNews.com.

Disclosure: The views and opinions expressed here belong solely to the author and do not represent the views and opinions of crypto.news’ editorial. Web3 games face significant challenges in player adoption. A recent report highlighted that merely 7.9% of web3 games have over 1,000 users. This scarcity of players, or “player liquidity,” results in long matchmaking times, suboptimal competitive experiences, and economic challenges that impact studios’ ability to generate revenue and sustain development. The fundamental solution to these challenges extends beyond simply increasing player numbers, which is inherently slow. Instead, creating AI avatars—“digital blueprints” of players’ skills—can immediately enhance player liquidity. These avatars allow games to operate seamlessly by filling matches with competent players, even when human player counts are low—effectively solving the player liquidity problem in web3 games. Gaming users across chains | Source: Footprint Analytics This is possible through a process called imitation learning, which implements a meticulous and high-fidelity process to train AI models, ensuring they accurately mirror a player’s gameplay style and strategies. It’s not merely about letting AI bots operate autonomously; it involves careful calibration to maintain the human imprint on the AI, preserving the nuances of player behavior. The resulting AI avatars can compete independently while reflecting their human creators’ skill level and strategic depth. This rigorous approach preserves the competitive integrity and dynamism of the game environment. By enabling players to transfer their skills into an AI blueprint, games can continuously backfill matches with these AI avatars, ensuring no drop in gameplay experience whether the human players are online or not. This significantly mitigates the player liquidity issue by maintaining a fuller and more active player pool. The concept of “parallel play” emerges as a secondary benefit of this technology. With their skills encapsulated in AI avatars, players can simultaneously extend their presence…

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Filed under: News - @ June 9, 2024 8:04 am