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DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.
Lab is a customizable 3D platform and research testbed designed for training and testing autonomous agents using reinforcement learning. It serves as a spatial AI training simulator where agents can be evaluated through navigation and puzzle-solving tasks. The environment allows for the definition of complex layouts and task behaviors through external scripting, enabling the generation of specific challenges for AI research. It supports both automated training via standard API bindings and manual agent control to validate simulation dynamics. The system utilizes a grid-based spatial represen
This project is an educational repository of reinforcement learning agents and tutorials implemented using TensorFlow. It provides a practical codebase for both model-free and model-based learning agents, designed to demonstrate how AI agents learn through trial and error. The collection features detailed implementations of various algorithmic approaches, including Deep Q-Networks and Policy Gradient methods. It specifically covers Actor-Critic architectures for continuous and discrete action spaces, alongside Proximal Policy Optimization and Deep Deterministic Policy Gradients. The framewor
Reinforcement Learning environments based on the 1993 game Doom :godmode:
The main features of mwydmuch/vizdoom are: Game AI Environments, Model-Based Reinforcement Learning, Reinforcement Learning.
Open-source alternatives to mwydmuch/vizdoom include: openai/retro — Retro Games in Gym. openai/roboschool — DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym. deepmind/lab — Lab is a customizable 3D platform and research testbed designed for training and testing autonomous agents using… mindcraft-bots/mindcraft — Mindcraft is a framework for connecting large language models to game clients to create autonomous characters that… morvanzhou/reinforcement-learning-with-tensorflow — This project is an educational repository of reinforcement learning agents and tutorials implemented using TensorFlow.… alessiodm/drl-zh — Welcome to drlzh.ai: a hands-on deep reinforcement learning course where you build the algorithms, not just read about…