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Reproducing prospect theory with 'differentiable decision theories'

OpenAI Misled You on RLHF

Voice Controlled Swarms

Deep Agents

GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Built RL for long-horizon agents – tested on 32x H100s but too poor to train

Supervised Fine Tuning on Curated Data Is Reinforcement Learning

Solving a Childhood Mystery: How BASIC Games Learned to Win

Creating an Autonomous System for Fun and Profit

[D]GEPA: Reflective Prompt Evolution beats RL with 35× fewer rollouts

[P] AI Learns to play Sonic 2 Emerald Hill (Deep Reinforcement...

The future is bot versus bot

Which agent do you run longest without stopping?

Why do my agents always break at the worst possible time?

[P] JAX Implementation of Hindsight Experience Replay (HER)

[P] REINFORCE++-baseline is all you need in RLVR

[D] Statement on the Originality of OpenRLHF and veRL FSDP RLHF

The 4 Types of Agents You Need to Know!

Xiaomi MiMo

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MiMo-7B-RL

microsoft

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qlib

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

google-deepmind

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mujoco

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

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)