Alternatives

AgileRL alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

AgileRL

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary hyperparameter optimization.

87
Quality
88
Trust
925
Stars
#1

Skrl

Similarity 127Trust 93Excellent 96

Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac Lab, MuJoCo Playground and other environments

1.1K starsMay 11, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add Toni-SM/skrl
#2

Gym Pybullet Drones

Similarity 121Trust 95Excellent 100

PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

2.0K starsMay 31, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add learnsyslab/gym-pybullet-drones
#3

Deer Flow

Similarity 118Trust 98Excellent 100

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

71K starsJun 14, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add bytedance/deer-flow
#4

Adk Python

Similarity 118Trust 98Excellent 100

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

20K starsJun 13, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add google/adk-python
#5

Agent Framework

Similarity 117Trust 98Excellent 100

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

11K starsJun 14, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add microsoft/agent-framework
#6

Rlcard

Similarity 116Trust 88Strong 76

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

3.5K starsJun 26, 2024 pushagent-frameworksPythonMulti-Agent
$ npx skills add datamllab/rlcard
#7

PraisonAI

Similarity 116Trust 97Excellent 100

PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs.

8.1K starsJun 14, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add MervinPraison/PraisonAI
#8

VectorizedMultiAgentSimulator

Similarity 115Trust 88Excellent 85

VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

577 starsMay 19, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add proroklab/VectorizedMultiAgentSimulator
#9

Virtualhome

Similarity 114Trust 84Excellent 85

API to run VirtualHome, a Multi-Agent Household Simulator

618 starsMay 20, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add xavierpuigf/virtualhome
#10

MAgent

Similarity 113Trust 82Strong 73

A Platform for Many-Agent Reinforcement Learning

1.8K starsOct 22, 2022 pushagent-frameworksPythonMulti-Agent
$ npx skills add geek-ai/MAgent
#11

MiroFish Offline

Similarity 113Trust 93Excellent 99

Offline multi-agent simulation & prediction engine. English fork of MiroFish with Neo4j + Ollama local stack.

2.3K starsMar 24, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add nikmcfly/MiroFish-Offline
#12

Code2Video

Similarity 113Trust 93Excellent 100

[ICML 2026] Video generation via code

1.8K starsMay 31, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add showlab/Code2Video
#13

Ir Sim

Similarity 112Trust 94Excellent 100

A Python-based lightweight robot simulator designed for navigation, control, and learning

1.1K starsJun 14, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add hanruihua/ir-sim
#14

Camel

Similarity 111Trust 98Excellent 100

🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org

17K starsJun 14, 2026 pushagent-frameworksPythonLLM
$ npx skills add camel-ai/camel
#15

Concordia

Similarity 111Trust 90Excellent 97

A library for generative social simulation

1.5K starsJun 10, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add google-deepmind/concordia
#16

Agency Agents Zh

Similarity 110Trust 94Excellent 100

🎭 211 个即插即用的 AI 专家角色 — 支持 Hermes Agent/Claude Code/Cursor/Copilot 等 16 种工具,覆盖工程/设计/营销/金融等 18 个部门。含 46 个中国市场原创智能体(小红书/抖音/微信/飞书/钉钉等)

15K starsJun 12, 2026 pushagent-frameworksShellMulti-Agent
$ npx skills add jnMetaCode/agency-agents-zh

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep AgileRL if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.