VM
Vivek Myers
cs.LGcs.AIcs.ROstat.MLcs.HCcs.CYcs.MAq-bio.QM
On Valency
published · living versionsW_vry4nk79·v1 · currentpublished
Measuring Empowerment from Offline Data for Intrinsically Motivated Exploration
with Ishir Garg, Qiyang Li, Catherine Ji, Benjamin Eysenbach +1
1 version
Preprints & journals
22 papers in the corpus · 2020–2026Measuring Empowerment from Offline Data for Intrinsically Motivated Exploration2610.24461v1 · Ishir Garg, Vivek Myers, Qiyang Li et al.2026 · 0 citationsarXivon Valency
Scaling Empowered Agents2610.13002v1 · Catherine Ji, Vivek Myers, Joshua Lin et al.2026 · 0 citationsarXiv
The Geometry of Empowerment2610.07796v2 · Catherine Ji, Vivek Myers, Sergey Levine et al.2026 · 0 citationsarXiv
Multistep Quasimetric Learning for Scalable Goal-conditioned Reinforcement Learning2511.07730v3 · Bill Chunyuan Zheng, Vivek Myers, Benjamin Eysenbach et al.2025 · 0 citationsICLR (2026)
Training LLM Agents to Empower Humans2510.13709v2 · Evan Ellis, Vivek Myers, Jens Tuyls et al.2025 · 0 citationsarXiv
Offline Goal-conditioned Reinforcement Learning with Quasimetric Representations2509.20478v2 · Vivek Myers, Bill Chunyuan Zheng, Benjamin Eysenbach et al.2025 · 2 citationsarXiv
Multi-Agent Inverse Q-Learning from Demonstrations2503.04679v1 · Nathaniel Haynam, Adam Khoja, Dhruv Kumar et al.2025 · 1 citationarXiv
Temporal Representation Alignment: Successor Features Enable Emergent Compositionality in Robot Instruction Following2502.05454v2 · Vivek Myers, Bill Chunyuan Zheng, Anca Dragan et al.2025 · 0 citationsarXiv
Horizon Generalization in Reinforcement Learning2501.02709v1 · Vivek Myers, Catherine Ji, Benjamin Eysenbach2025 · 0 citationsInternational Conference on Learning Representations (ICLR), 2025
Learning to Assist Humans without Inferring Rewards2411.02623v3 · Vivek Myers, Evan Ellis, Sergey Levine et al.2024 · 0 citationsarXiv
Policy Adaptation via Language Optimization: Decomposing Tasks for Few-Shot Imitation2408.16228v1 · Vivek Myers, Bill Chunyuan Zheng, Oier Mees et al.2024 · 0 citationsConference on Robot Learning, 2024
Accelerating Goal-Conditioned RL Algorithms and Research2408.11052v4 · MichałBortkiewicz, W\ladys\law Pa\lucki, Vivek Myers et al.2024 · 0 citationsInternational Conference on Learning Representations (ICLR), 2025
Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making2406.17098v2 · Vivek Myers, Chongyi Zheng, Anca Dragan et al.2024 · 0 citationsProceedings of the 41st International Conference on Machine Learning (ICML 2024)
Coprocessor Actor Critic: A Model-Based Reinforcement Learning Approach For Adaptive Brain Stimulation2406.06714v2 · Michelle Pan, Mariah Schrum, Vivek Myers et al.2024 · 1 citationInternational Conference on Machine Learning 2024
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference2403.04082v4 · Benjamin Eysenbach, Vivek Myers, Ruslan Salakhutdinov et al.2024 · 1 citationNeural information processing systems (2024)
BridgeData V2: A Dataset for Robot Learning at Scale2308.12952v3 · Homer Walke, Kevin Black, Abraham Lee et al.2023 · 12 citationsarXiv
Goal Representations for Instruction Following: A Semi-Supervised Language Interface to Control2307.00117v2 · Vivek Myers, Andre He, Kuan Fang et al.2023 · 4 citationsConference on Robot Learning (CoRL), 2023
Toward Grounded Commonsense Reasoning2306.08651v2 · Minae Kwon, Hengyuan Hu, Vivek Myers et al.2023 · 30 citationsarXiv
Active Reward Learning from Online Preferences2302.13507v1 · Vivek Myers, Erdem B\iy\ik, Dorsa Sadigh2023 · 7 citationsarXiv
Bayesian Meta-Learning Through Variational Gaussian Processes2110.11044v1 · Vivek Myers, Nikhil Sardana2021 · 1 citationarXiv
Learning Multimodal Rewards from Rankings2109.12750v2 · Vivek Myers, Erdem B\iy\ik, Nima Anari et al.2021 · 18 citationsarXiv
A Hierarchical Approach to Scaling Batch Active Search Over Structured Data2007.10263v1 · Vivek Myers, Peyton Greenside2020 · 1 citationarXiv
Career total: 23 works. 22 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.