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Jun 17, 2025 - Python
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reinforcement-learning-environments
Here are 720 public repositories matching this topic...
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
reinforcement-learning robotics gym high-performance-computing cpp17 box2d vizdoom parallel-processing threadpool pybind11 atari-games mujoco lock-free-queue dm-control reinforcement-learning-environments dm-env
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Sep 15, 2026 - C++
Evaluate and improve models and agents using environments
reinforcement-learning evaluation gym benchmarks agents environments rl-environment reinforcement-learning-environments rl-training llm
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Oct 17, 2026 - Python
BabyAI platform. A testbed for training agents to understand and execute language commands.
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Oct 1, 2023 - Python
ns3-gym - The Playground for Reinforcement Learning in Networking Research
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Feb 5, 2026 - C++
High Fidelity Simulator for Reinforcement Learning and Robotics Research.
simulator research reinforcement-learning ai computer-vision robotics unreal-engine drones reinforcement-learning-environments
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Feb 19, 2022 - Python
IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks
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Mar 3, 2023 - Python
An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.
reinforcement-learning hydrodynamics computational-fluid-dynamics differentiable-physics-engine reinforcement-learning-environments
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Oct 16, 2026 - Python
A simple, easy, customizable Gymnasium environment for trading.
python environment reinforcement-learning trading gym trading-algorithms gym-environment reinforcement-learning-environments trading-environment
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Mar 19, 2025 - Python
Grid2Op a testbed platform to model sequential decision making in power systems.
reinforcement-learning powergrid gym-environments reinforcement-learning-environments powergrid-operation grid2op
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Oct 14, 2026 - Python
An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.
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Jul 22, 2025 - Python
Turn any song into playable piano sheet music. Paste a YouTube link or upload audio — get a PDF score. Open-source pipeline: Basic Pitch transcription, two-hand arrangement, RL-trained engraving.
music open-source machine-learning ai midi piano musicxml flutter sheet-music reinforcement-learning-environments fastapi music-transcription sheet-music-viewer
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May 18, 2026 - Python
This repository is for an open-source environment for multi-agent active voltage control on power distribution networks (MAPDN).
distribution-networks multi-agent-reinforcement-learning reinforcement-learning-environments voltage-control active-voltage-control
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May 10, 2026 - Python
Sotopia: an Open-ended Social Learning Environment (ICLR 2024 spotlight)
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Jun 5, 2026 - Python
EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learning (RL), Evolutionary Computation (EC), Evolution-guided Reinforcement Learning (ERL), AutoRL, and seamless integration with GPU-optimized simulation environments.
reinforcement-learning policy-gradient gpu-acceleration evolutionary-algorithms sac hpo automl ppo reinforcement-learning-agent jax population-based-training reinforcement-learning-environments
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Oct 17, 2026 - Python
Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.
python reinforcement-learning mcp sandbox ai-agents reinforcement-learning-environments a2a llm-evaluation llm-agents agentic-ai model-context-protocol agent-evaluation
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Oct 17, 2026 - Python
K-Sim Gym: Making robots useful with RL. Built on top of K-Sim.
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Aug 19, 2025 - Jupyter Notebook
RL environments + evals for AI agents. Define once, train anything.
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Oct 17, 2026 - Python
A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting.
reinforcement-learning unity unity3d deep-reinforcement-learning rocket-league car-physics rocketleague unityml unity-ml unity-ml-agents reinforcement-learning-environments mlagents mlagent
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Sep 6, 2026 - C#
Deep Reinforcement Learning in C#
machine-learning reinforcement-learning deep-learning dotnet deep-reinforcement-learning multi-agent multi-environment dqn cartpole reinforcement-learning-algorithms sac proximal-policy-optimization ppo reinforcement-learning-agent gail multi-agent-reinforcement-learning reinforcement-learning-environments soft-actor-critic gail-ppo
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Apr 23, 2026 - C#
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