conftrace_

Archit Sharma

21 papers · 2020–2025 · 7 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ 🌍 Conference Polyglot (7) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (7) 🏃 Academic Marathon (5) 🤝 Dynamic Duo (17) 👑 Triple Crown 👥 Mega-Team (98) 🔥 Unstoppable (6) 💎 Century Club (21) Prolific Year (7) 🗃️ Keyword Collector (84)

Conferences

ICLR (5) NIPS (5) ICML (4) RSS (3) CORL (2) ACL (1) EMNLP (1)

Papers

Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval ICLR 2025 Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data ICML 2024 RLVF: Learning from Verbal Feedback without Overgeneralization ICML 2024 A Critical Evaluation of AI Feedback for Aligning Large Language Models NIPS 2024 Language Model Detectors Are Easily Optimized Against ICLR 2024 DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset RSS 2024 Yell At Your Robot: Improving On-the-Fly from Language Corrections RSS 2024 An Emulator for Fine-tuning Large Language Models using Small Language Models ICLR 2024 Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback EMNLP 2023 Direct Preference Optimization: Your Language Model is Secretly a Reward Model NIPS 2023 Waypoint-Based Imitation Learning for Robotic Manipulation CORL 2023 Self-Improving Robots: End-to-End Autonomous Visuomotor Reinforcement Learning CORL 2023 APTSumm at BioLaySumm Task 1: Biomedical Breakdown, Improving Readability by Relevancy Based Selection ACL 2023 Autonomous Reinforcement Learning: Formalism and Benchmarking ICLR 2022 You Only Live Once: Single-Life Reinforcement Learning NIPS 2022 When to Ask for Help: Proactive Interventions in Autonomous Reinforcement Learning NIPS 2022 A State-Distribution Matching Approach to Non-Episodic Reinforcement Learning ICML 2022 Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021 Autonomous Reinforcement Learning via Subgoal Curricula NIPS 2021 Emergent Real-World Robotic Skills via Unsupervised Off-Policy Reinforcement Learning RSS 2020 Dynamics-Aware Unsupervised Discovery of Skills ICLR 2020