← Authors

Shantanu Thakoor

8 papers · 2021–2023 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) πŸ—ΊοΈ Taxonomy Completionist (16) πŸ‘‘ Triple Crown

Conferences

ICML (5) NIPS (2) ICLR (1)

Top co-authors

RΓ©mi Munos (6) Michal Valko (4) Will Dabney (4) Mohammad Gheshlaghi azar (3) Yunhao Tang (3) Mehdi Azabou (3) Alaa Saade (2) Zhaohan Daniel Guo (2) Corentin Tallec (2) Yash Chandak (2)

Research topics

Applications (1)

Keywords

representation learning (3) self-supervised learning (3) multi-task learning (1) transfer learning (1) policy gradient (1) behavior analysis (1) message passing (1) value function (1) value iteration (1) model-based reinforcement learning (1) singular value decomposition (1) variance reduction (1) policy improvement (1) action prediction (1) curiosity-driven learning (1) spectral decomposition (1) latent representation (1) prediction error (1) world model (1) counterfactual reasoning (1)

Papers

Relax, it doesn’t matter how you get there: A new self-supervised approach for multi-timescale behavior analysis NIPS 2023
Half-Hop: A graph upsampling approach for slowing down message passing ICML 2023
Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition ICML 2023
Understanding Self-Predictive Learning for Reinforcement Learning ICML 2023
Generalised Policy Improvement with Geometric Policy Composition ICML 2022
Large-Scale Representation Learning on Graphs via Bootstrapping ICLR 2022
BYOL-Explore: Exploration by Bootstrapped Prediction NIPS 2022
Counterfactual Credit Assignment in Model-Free Reinforcement Learning ICML 2021