Research Director @JPMorgan AI Research; AI agents, multi-agent systems and reinforcement learning. Views and opinions expressed are my own.
New York, NY
Joined January 2015
- Tweets290
- Following207
- Followers103
- Likes873
My team has been pushing the development of MARL-driven methods to model markets and complex economic systems. We are now excited to share the underlying framework we built for MARL+ABM. Team will be at #aamas2023 tomorrow. Stop by the poster to learn more.
Excited to share our @aamas2023 paper: "Phantom: An RL-Driven Framework for Agent-Based Modeling! Phantom bridges the gap between #ABM and #MARL, enabling the study of complex multi-agent systems.
Come and meet us at the conference on June 2.
arxiv.org/abs/2210.06012
Sumitra Ganesh retweeted
Our 2nd Workshop at @iclr_conf is happening today! We have a fantastic line up of speakers, great contributed talks and posters, and will be hosting a panel discussion later today. Best of all: We have a small number of complimentary tickets left (DM or email [email protected])
Sumitra Ganesh retweeted
1/ 🎯 Excited to share our #ICLR2023 paper on Certifiably Robust Policy Learning in Multi-Agent Systems! We tackle the challenge of decision-making under communication corruption. Stay tuned for more details! #AI #MultiAgent #RobustDecisionMaking
🔗 arxiv.org/abs/2206.10158
Deadline is extended to 15th Sep.
Submissions open ! Please consider submitting benchmark environments/ datasets you might have used in prior published research as well as position papers on challenges/best practices. Our goal is to create a rich repository of benchmarks for researchers/students this area.
Call for papers : We invite submissions of benchmarks datasets and environments for tasks in the financial domain, and more. Details at: sites.google.com/view/benchm…
#icaif2022 #ai #finance
Call for papers : We invite submissions of benchmarks datasets and environments for tasks in the financial domain, and more. Details at: sites.google.com/view/benchm…
#icaif2022 #ai #finance
Sumitra Ganesh retweeted
Don’t miss Prof. Manuel Veloso’s keynote talk at #ICLR2021, “AI in Finance: Scope and Examples”, followed by live Q&A. Starts in just 30 minutes! Details: iclr.cc/virtual/2021/invited…
Sumitra Ganesh retweeted
Thrilled to be hiring AI Research Scientists specializing in Responsible AI! Design AI systems with fairness, ethics, explainability, robustness, and safety as first-class concerns. Please share widely! jpmc.fa.oraclecloud.com/hcmU… jpmc.fa.oraclecloud.com/hcmU…
Sumitra Ganesh retweeted
Let me be very clear: if all we do is accept the certified Electoral College results and go home, we would have failed our country. We must impeach Trump, or have the 25th Amendment execute, or have @realDonaldTrump resign. Congress cannot just go home like nothing happened.
A growing number of GOP leaders believe President Trump should be removed from office before January 20, either by the 25th amendment or impeachment cnn.it/38lg9L1
Sumitra Ganesh retweeted
ICYMI there's proposal to make the max international student graduate visa to 4 years, with little info on extensions. Most PhDs take 5-6 yrs.
US research and the economy all benefit from talented students coming to study here! Add a public comment at:
federalregister.gov/document…
Sumitra Ganesh retweeted
ICON IM SPEAKING IM SPEAKING!! teapawt.net/maxkmoog/status/131401…
Very excited that our paper “Calibration of Shared Equilibria in General Sum Partially Observable Markov Games” has been accepted at #neurips2020 ! arxiv.org/abs/2006.13085
One of the key challenges building agent-based simulations of complex systems (e.g. markets) is ensuring that the simulations are realistic.