Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories

International Conference on Learning Representations (ICLR), 2023

26 April 2023

Papers citing "Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories"

9 / 9 papers shown

LAGEA: Language Guided Embodied Agents for Robotic Manipulation

Abdul Monaf Chowdhury

Akm Moshiur Rahman Mazumder

Rabeya Akter

S. Arib

LM&Ro

115

27 Sep 2025

Breaking Habits: On the Role of the Advantage Function in Learning Causal State Representations

Miguel Suau

CML

209

13 Jun 2025

Exploring Expert Failures Improves LLM Agent Tuning

1.1K

17 Apr 2025

Imagining In-distribution States: How Predictable Robot Behavior Can Enable User Control Over Learned Policies

209

19 Jun 2024

FuRL: Visual-Language Models as Fuzzy Rewards for Reinforcement Learning

365

02 Jun 2024

RL in Markov Games with Independent Function Approximation: Improved Sample Complexity Bound under the Local Access ModelInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024

440

18 Mar 2024

Modifying RL Policies with Imagined Actions: How Predictable Policies Can Enable Users to Perform Novel Tasks

266

10 Dec 2023

Bad Habits: Policy Confounding and Out-of-Trajectory Generalization in RL

324

04 Jun 2023

Sample Efficient Deep Reinforcement Learning via Local Planning

203

29 Jan 2023