Awesome Reinforcement Learning

Papers Topics Trending Leaderboards Authors Datasets Learn Ask AI Map Tools Reading Packs News

BrowsePapersThe full index, filterable and sortable.TopicsThe same papers grouped by subject tag.TrendingWhat moved this week, and by how much.AuthorsWho publishes here, and who they publish with.MapThe collection laid out by embedding similarity.

CompareLeaderboardsBenchmark tables, with the paper behind each number.DatasetsThe datasets these papers train and evaluate on.ToolsCode and libraries released alongside the papers.

ReadLearnOrdered routes from background reading to current work.Ask AIAsk a question and get answers cited to these papers.VideosThe most-watched talks and lectures in this field.Reading PacksShort curated sets built around one question.

FollowNewsPress and coverage tied back to the papers.BlogsAuthor and lab write-ups of their own work.NewsletterEmail digest of what changed, on a schedule.Research RadarPaste an abstract, get matches across every collection.

YoursSavedPapers you bookmarked in this browser.

← authors · overview

Loading author…

Stay Updated

E-Mail Digest Research Radar

Methodology · Submit a paper · Privacy · Terms

© 2026 Awesome Papers.

Nishant A. Mehta — most-cited papers & profile · Reinforcement Learning

← authors · overview

Nishant A. Mehta

7 papers · 0 citations

Google Scholar ↗Semantic Scholar ↗OpenAlex ↗

Most-cited papers

Data-dependent Bounds with T-Optimal Best-of-Both-Worlds Guarantees in Multi-Armed Bandits using Stability-Penalty Matching
2025
No-regret incentive-compatible online learning under exact truthfulness with non-myopic experts
2025
Dying Experts: Efficient Algorithms with Optimal Regret Bounds
2019
A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option
2020
An improved regret analysis for UCB-N and TS-N
2023
Near-optimal Per-Action Regret Bounds for Sleeping Bandits
2024
On the price of exact truthfulness in incentive-compatible online learning with bandit feedback: A regret lower bound for WSU-UX
2024

Top co-authors

Ali Mortazavi · 2 Junpei Komiyama · 2 Quan Nguyen · 2 Hamid Shayestehmanesh · 1 Junhao Lin · 1 P Sharoff · 1 Ravi Ganti · 1 Sajjad Azami · 1 Shinji Ito · 1

Topics

cs.LG stat.ML cs.GT Uncategorized Exploration Value-Based Safe RL