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Which Agent system is best?

[R] Beyond Markovian: Reflective Exploration via Bayes-Adaptive RL for LLM Reasoning

Anyone here experimenting with symbolic frameworks to enhance agent autonomy?

[D] My first blog, PPO to GRPO

Sundar Pichai says the real power of AI is its ability to improve itself: "AlphaGo started from scratch, not knowing how to play Go... within 4 hours it's better than top-level human players, and in 8 hours no human can ever aspire to play against it."

Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration

How do you manage the context of the agent from overflowing ?

SOTA method to manage mutli agents context ?

AceReason-Nemotron-14B: Advancing Math and Code Reasoning through Reinforcement Learning

Xiaomi MiMo

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MiMo-7B-RL

google-deepmind

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mujoco

Multi-Joint dynamics with Contact. A general purpose physics simulator.

microsoft

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qlib

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

DLR-RM

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stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Farama-Foundation

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Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

vwxyzjn

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cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)