Ruiyi Wang
@ruiyiwang.bsky.social
2nd year PhD at UCSD w/ @rajammanabrolu.bsky.social
Prev: @ltiatcmu.bsky.social @umich.edu
Research: Agents🤖, Reasoning🧠, Games👾
Prev: @ltiatcmu.bsky.social @umich.edu
Research: Agents🤖, Reasoning🧠, Games👾
🔥Excited to share our new work: "A Practitioner's Guide to Multi-turn Agentic Reinforcement Learning"!
We study what actually works for agentic multi-turn RL with varying 🌎Environment, 🤖Policy, and ⭐Reward.
We conduct various ablations and empirical analysis on 🧩TextWorld, 🧙ALFWorld, and 🧑💻SWE-Gym.
We study what actually works for agentic multi-turn RL with varying 🌎Environment, 🤖Policy, and ⭐Reward.
We conduct various ablations and empirical analysis on 🧩TextWorld, 🧙ALFWorld, and 🧑💻SWE-Gym.
October 26, 2025 at 9:36 PM
🔥Excited to share our new work: "A Practitioner's Guide to Multi-turn Agentic Reinforcement Learning"!
We study what actually works for agentic multi-turn RL with varying 🌎Environment, 🤖Policy, and ⭐Reward.
We conduct various ablations and empirical analysis on 🧩TextWorld, 🧙ALFWorld, and 🧑💻SWE-Gym.
We study what actually works for agentic multi-turn RL with varying 🌎Environment, 🤖Policy, and ⭐Reward.
We conduct various ablations and empirical analysis on 🧩TextWorld, 🧙ALFWorld, and 🧑💻SWE-Gym.