Category
Gaming & Simulation
NPCs, procedural content, balancing.
13 listings
Every Gaming & Simulation listing on ai-supply is a free, open-source AI capability that we scan and grade A–D for security before it appears here — so you can adopt with confidence, not just a star count. This category spans 5 Evals, 4 Skills, 1 Agent, 1 Pipeline, 1 Dataset and 1 MCP server.
Security posture: 6 of 13 scanned rated safe · avg score 90/100.
◆स्किल
Gymnasium — Standard RL Environment API
Farama Foundation's MIT-licensed reinforcement learning toolkit — the standard interface for RL environments including Atari, MuJoCo, CartPole, and 100+ more.
ai-supply
✓ A · 100⟳ 3mo agoshellfs
↓ 232k
◆स्किल
Stable-Baselines3 — Reliable RL Algorithm Implementations
DLR's MIT-licensed PyTorch implementations of PPO, SAC, TD3, DQN, A2C, and HER — battle-tested RL algorithms for game AI and simulation.
ai-supply
✓ A · 100⟳ 1mo agoshellfs
↓ 186k
◉एजेंट
Unity ML-Agents — Deep RL for Game NPCs
Apache-2.0 toolkit for training intelligent game agents using deep RL and imitation learning directly inside Unity game environments.
ai-supply
! B · 75⟳ 10mo agoshellnetworkfs
↓ 150k
◆स्किल
PettingZoo — Multi-Agent Reinforcement Learning
Farama Foundation's MIT-licensed multi-agent RL environment library — 50+ cooperative and competitive games for training and evaluating MARL algorithms.
ai-supply
! B · 75⟳ 3mo agoshellfs
↓ 139k
⬡पाइपलाइन
OpenSpiel — Game Theory & RL Research Framework
DeepMind's Apache-2.0 framework for game theory and RL research: 70+ games (Chess, Go, Poker, Hex), CFR, MCTS, deep RL, and Nash equilibrium solvers.
ai-supply
✓ A · 100⟳ 11d agosecretsshellnetwork
↓ 125k
◆स्किल
MiniGrid — Minimalistic Gridworld Environments
Farama Foundation's Apache-2.0 fast gridworld RL environments for goal-conditioned, partially observable, and language-conditioned agent research.
ai-supply
✓ A · 100⟳ 2mo agofs
↓ 90k
△इवैल
procgen — Procedural Game Environments for RL
OpenAI's MIT-licensed suite of 16 procedurally-generated 2D game environments for measuring generalization in reinforcement learning agents.
ai-supply
! B · 75⟳ 4y agoguards:1
↓ 75k
△इवैल
Google Research Football
Physics-based 11-vs-11 football RL environment for training and benchmarking game-playing agents, from the Google Brain team.
ai-supply
! B · 88⟳ 4y agoguards:1
↓ 46k
▣डेटासेट
Gymnasium Robotics — RL Robotics Environments
Farama Foundation's collection of robotics simulation RL environments: FetchReach, ShadowHand, Maze, AdroitHand.
ai-supply
✓ A · 100⟳ 6mo agoPII
↓ 28k
△इवैल
PySC2 (StarCraft II Learning Environment)
DeepMind's Python interface to the StarCraft II Learning Environment, exposing the game as an RL testbed for game-agent research.
ai-supply
! B · 88⟳ 4y agoguards:3
↓ 17k
△इवैल
Melting Pot — Multi-Agent RL Test Suite
Google DeepMind's suite of 50+ multi-agent social RL scenarios testing cooperation, competition, and generalization.
ai-supply
! B · 88⟳ 1y agoguards:1
↓ 15k
△इवैल
Crafter
Procedurally generated open-world survival benchmark that evaluates a broad range of RL and world-model agent abilities.
ai-supply
✓ A · 100⟳ 2y ago
↓ 7.8k
◇MCP सर्वर
MCP for Unity
Bridges AI assistants with the Unity Editor to manage assets, scenes, scripts, and tests.
ai-supply
! B · 75⟳ 14d agoshellnetworkfs
↓ 5.3k