Alternatives

Pytorch DRL alternatives for AI agents.

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

Current skill

Pytorch DRL

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

54
Quality
76
Trust
617
Stars
#1

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
#2

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
#3

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
#4

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
#5

AgileRL

Similarity 116Trust 88Excellent 87

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

925 starsJun 12, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add AgileRL/AgileRL
#6

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
#7

Gym Pybullet Drones

Similarity 113Trust 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
#8

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
#9

Code2Video

Similarity 113Trust 93Excellent 100

[ICML 2026] Video generation via code

1.8K starsMay 31, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add showlab/Code2Video
#10

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
#11

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
#12

Skrl

Similarity 111Trust 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
#13

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
#14

MassGen

Similarity 110Trust 87Excellent 97

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai

1.1K starsJun 12, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add massgen/MassGen
#15

Spring AI Alibaba

Similarity 110Trust 95Excellent 100

Agentic AI Framework for Java Developers

10K starsJun 7, 2026 pushagent-frameworksJavaMulti-Agent
$ npx skills add alibaba/spring-ai-alibaba
#16

Agent Orchestrator

Similarity 109Trust 94Excellent 100

Agentic orchestrator for parallel coding agents — plans tasks, spawns agents, and autonomously handles CI fixes, merge conflicts, and code reviews.

7.4K starsJun 8, 2026 pushagent-frameworksTypeScriptMulti-Agent
$ npx skills add ComposioHQ/agent-orchestrator

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 Pytorch DRL 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.