Reverse Dependencies of gymnasium

The following projects have a declared dependency on gymnasium:

• 7Wonder-RL-Lib — Gymnasium Environment for the game Seven Wonders
• abcdrl — Modular Single-file Reinfocement Learning Algorithms Library
• academia-rl — Easy-to-use tools for Curriculum Learning
• actorch — Deep reinforcement learning framework for fast prototyping based on PyTorch
• agent0 — Agent interface for on-chain protocols.
• agilerl — AgileRL is a deep reinforcement learning library focused on improving RL development through RLOps.
• akademy — akademy: A Reinforcement Learning Framework
• aloy — A Python package containing algorithms and data structures for AI, ML, and Robotics.
• alpyperl — An open source library for connecting AnyLogic models with Reinforcement Learning frameworks through OpenAI Gymnasium
• angorapy — Build Goal-driven Models of the Sensorimotor Cortex with Ease.
• anyGPT — A general purpose library for training any type of GPT model. Support for gpt-1, gpt-2, and gpt-3 models.
• arcle — An ARC Learning Environment built on Gymnasium
• arenaxlabs-gym — A suite of Gymnasium environments for the different tasks in the ArenaX Labs Researcher Platform
• ash2048 — A gym environment for playing 2048.
• asteroidsenv — The atari classic asteroids as gymnasium environment
• auto-graph-of-thoughts — Automated Graph of Thoughts
• autonomous-learning-library — A library for building reinforcement learning agents in Pytorch
• babyrobot — An OpenAI Gym Environment for BabyRobot
• BeamNG.gym — BeamNG.gym is a collection of Gymnasium environments that cover various driving tasks simulated in BeamNG.research.
• biorobot — The Bio-inspired Robotics Testbed (BRT).
• black-it — black-it: Black-box abm calibration kit
• blocksworld3d — Minimalistic 3D blocksworld environment simulator for reinforcement learning & robotics research.
• bodyjim — Comma body gymnasium API
• bppy — BPpy: Behavioral Programming In Python
• brchengyu — no summary
• browsergym-core — BrowserGym: a gym environment for web task automation in the Chromium browser
• buffalo-gym — Buffalo Gym environment
• building-energy-storage-simulation — A simulation of a building to optimize energy storage utilization.
• butachanrl — no summary
• carl-bench — CARL- Contextually Adaptive Reinforcement Learning
• carla-gym — Multi-agent reinforcement learning interface for CARLA Autonomous Driving simulator compatible with PettingZoo.
• catanatron-gym — Open AI Gym to play 1v1 Catan against a random bot
• cathedral-rl — Interactive Multi-Agent Reinforcement Learning Environment for the board game Cathedral using PettingZoo
• causal-playground — Interactively generating causal data from structural causal models.
• Chaparral — Recomienda rutas
• chasing-targets-gym — Simple gym environment for multiple agents to chase multiple (dumb) targets
• ChatAgent-py — Pure Python Based Agents for Large Language Models
• ChatAgent-python — Pure Python Based Agents for Large Language Models
• chatarena — Multi-Agent Language Game Environments for Large Language Models
• chicken-coop — An environment for reproducing dominance hierarchies in RL agents
• civrealm — CivRealm is an interactive environment for AI agents for the open-source strategy game Freeciv with the Freeciv-web client.
• cleanrl — High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features
• clusterenv — ClusterEnv is a Python Gym environment designed to simulate and model the management and optimization of computing clusters. In the realm of distributed computing.
• coax — Plug-n-play reinforcement learning with Gymnasium and JAX
• CoderSchoolAI — A Comprehensive Python Library for Creating and Developing Agent AIs.
• cogment_lab — no summary
• coltra — Coltra is a simple moddable RL algorithm implementation
• coltra-rl — Coltra-RL is a simple moddable RL algorithm implementation
• commonroad-geometric — Contains basic functionality for facilitating research on graph neural networks for autonomous driving and provides an interface between CommonRoad and Pytorch Geometric.
• composabl-core-dev — the Composabl core functionality required to apply the Machine Teaching paradigm
• composabl-grpc-dev — This package contains the gRPC communication layer for the Composabl SDK
• controlgym — large-scale safety-critical control benchmarks for reinforcement learning algorithms
• COOM — COOM: Benchmarking Continual Reinforcement Learning on Doom
• corl — Core ACT3 Reinforcement Learning (RL) Library - Core framework and base implementations of common things such as controllers, glues, observes, sensors, evaluation, and etc
• craft2d — no summary
• crete — An RL agent training assistant
• crgeo — Contains basic functionality for facilitating research on graph neural networks for autonomous driving and provides an interface between CommonRoad and Pytorch Geometric.
• cropgym — Reinforcement Learning Environment for Crop Management
• csle-common — Common functionality of the Cyber Security Learning Environment (CSLE)
• csle-cyborg — Fork of CybORG, Copyright: DSLT, UK/Australian/US governments
• csle-tolerance — An intrusion-tolerant system: Tolerance: (T)w(o)-(l)ev(e)l (r)ecovery (a)nd respo(n)se (c)ontrol with f(e)edback.
• CurriculumAgent — CurriculumAgent is a cleanup and improved version of the NeurIPS 2020 Competition Agent by Binbinchen.The agent is build to extract action sets of the Grid2Op Environment and then use rule-based agent to train a Reinforcement Learning agent.
• d3rlpy — An offline deep reinforcement learning library
• datadynamics — Simulation environment for data collection.
• desktop-env — The package provides a desktop environment for setting and evaluating desktop automation tasks.
• DI-engine — Decision AI Engine
• diambra-arena — DIAMBRA™ Arena. Built with OpenAI Gym Python interface, easy to use, transforms popular video games into Reinforcement Learning environments
• dm-env-wrappers — A collection of wrappers for dm_env environments
• dmpcpwa — Distributed Model Predictive Control for Piecewise Affine Systems
• dmpcrl — Distributed Reinforcement Learning with Distributed Model Predictive Control
• drone-env — A OpenAI Gym Env for Parrot Mini Drone
• DSSE — The Drone Swarm Search project provides an environment for SAR missions built on PettingZoo, where agents, represented by drones, are tasked with locating targets identified as shipwrecked individuals.
• DTRGym — A Collection of Reinforcement Learning Environments for Dynamic Treatment Regime Simulation.
• eagerx — Engine Angostic Graph Environments for Robotics
• effective-horizon — Code for the NeurIPS 2023 paper "Bridging RL Theory and Practice with the Effective horizon" and the ICLR 2024 paper "The Effective Horizon Explains Deep RL Performance in Stochastic Environments".
• ele2364 — ELE2364 (reinforcement learning) support package
• environment-framework — Loose building blocks to create agent-environment loops.
• eprllib — Building control trought DRL.
• eta-utility — A framework for researching energy optimization of factory operations
• ethical-smart-grid — A RL environment for learning ethically-aligned behaviours in a Smart Grid simulator.
• ev2gym — A realistic V2G simulator environment
• evotorch — EvoTorch is an advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
• evox — evox
• EVsSimulator — A realistic V2X environment using gym
• experiment-lab — A suite of flexible experiments of a variety of different tasks.
• fast-safe-rl — A Fast and Modularized Implementation of Safe Reinforcement Learning Algorithms in PyTorch
• flappy-bird-env — Flappy Bird as a Farama Gymnasium environment.
• flappy-bird-gymnasium — A Gymnasium environment for the Flappy Bird game.
• flashbax — Flashbax is an experience replay library oriented around JAX. Tailored to integrate seamlessly with JAX's Just-In-Time (JIT) compilation.
• flax — Flax: A neural network library for JAX designed for flexibility
• flycraft — A fixed-wing UAV environment based on gymnasium.
• franka-valve — Rotate a valve using Franka Panda with Reinforcement Learning in mujoco simulation.
• freqtrade — Freqtrade - Crypto Trading Bot
• gammath-spot — Stock Price-Opining Toolset
• gnomes-at-night-gym — An environment for Gnomes at Night based on OpenAI gym.
• gobblet-rl — Interactive Multi-Agent Reinforcement Learning Environment for the board game Gobblet using PettingZoo.
• godot-rl — A Deep Reinforcement Learning package for the Godot game engine
• gpilot — AI Journalist
• graph-jsp-env — A flexible enviorment for job shop scheduling using the disjunctive graph apporach.
• GreenLightPlus — Greenhouse Simulation and Optimization Toolkit