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Aditya Grover — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Aditya Grover
45
papers ·
963
citations ·
27
h-index
University of California, Los Angeles
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Decision Transformer: Reinforcement Learning via Sequence Modeling
2021 · 465 citations
Learning Policy Representations in Multiagent Systems
2018 · 44 citations
Online Decision Transformer
2022 · 21 citations
Reset-Free Lifelong Learning with Skill-Space Planning
2020 · 11 citations
It Takes Four to Tango: Multiagent Selfplay for Automatic Curriculum Generation
2022 · 4 citations
Masked Autoencoding for Scalable and Generalizable Decision Making
2022 · 4 citations
Reliable Conditioning of Behavioral Cloning for Offline Reinforcement Learning
2022 · 3 citations
Imitating, Fast and Slow: Robust learning from demonstrations via decision-time planning
2022 · 2 citations
Semi-Supervised Offline Reinforcement Learning with Action-Free Trajectories
2022 · 1 citations
Scaling Pareto-Efficient Decision Making Via Offline Multi-Objective RL
2023 · 1 citations
Inpainting-Guided Policy Optimization for Diffusion Large Language Models
2025
Multi-fidelity Reinforcement Learning Control for Complex Dynamical Systems
2025
d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning
2025
Online Intrinsic Rewards for Decision Making Agents from Large Language Model Feedback
2024
Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models
2023
Top co-authors
Pieter Abbeel
· 5
Qinqing Zheng
· 5
Siyan Zhao
· 4
Brandon Amos
· 2
Igor Mordatch
· 2
Kevin Lu
· 2
Aravind Rajeswaran
· 1
Bo Liu
· 1
Chenyu Wang
· 1
Feiyu Chen
· 1
Guan Pang
· 1
Hao Liu
· 1
Topics
Offline RL
Model-Based RL
Meta-RL
Policy Gradient
Multi-Agent
Exploration
Value-Based
RLHF & Alignment
Game AI
Safe RL