Skip to content
conftrace_

Raj Ghugare

3 papers · 2023–2024 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓
🌉 Interdisciplinary Bridge · Bronze

Venues

ICLR (3)

Top co-authors

Glen Berseth (2) Benjamin Eysenbach (2) Sergey Levine (1) Matthieu Geist (1) Santiago Miret (1) Homanga Bharadhwaj (1) Mariano Phielipp (1) Russ Salakhutdinov (1) Adriana Hugessen (1)

Research topics

Deep Learning (3) Machine Learning (3) Reinforcement Learning (2) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Methods (2) Artificial Intelligence (1) Architectures (1) Core AI (1) Optimization & Theory (1)

Keywords

reinforcement learning (2) sample efficiency (1) temporal difference learning (1) data augmentation (1) supervised learning (1) model-based reinforcement learning (1) lower bound (1) molecular design (1) molecule generation (1) latent space model (1) expected return (1) goal reaching (1) protein docking (1) experience stitching (1)

Papers

Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View. ICLR 2024 Searching for High-Value Molecules Using Reinforcement Learning and Transformers ICLR 2024 Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective ICLR 2023