22 citations · 29 across the 4 of their papers we have counts for
5 papers
Private, Auditable, and Distributed Ledger for Financial Institutes
Shaltiel Eloul, Yash Satsangi, Yeoh Wei Zhu +3
Distributed ledger technology offers several advantages for banking and finance industry, including efficient transaction processing and cross-party transaction reconciliation. The…
Useful Policy Invariant Shaping from Arbitrary Advice
Paniz Behboudian, Yash Satsangi, Matthew E. Taylor +2
Reinforcement learning is a powerful learning paradigm in which agents can learn to maximize sparse and delayed reward signals. Although RL has had many impressive successes in com…
Real-Time Resource Allocation for Tracking Systems
Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek +1
Automated tracking is key to many computer vision applications. However, many tracking systems struggle to perform in real-time due to the high computational cost of detecting peop…
Exploiting Submodular Value Functions For Scaling Up Active Perception
Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek +1
In active perception tasks, an agent aims to select sensory actions that reduce its uncertainty about one or more hidden variables. While partially observable Markov decision proce…
Maximizing Information Gain in Partially Observable Environments via Prediction Reward
Yash Satsangi, Sungsu Lim, Shimon Whiteson +2
Information gathering in a partially observable environment can be formulated as a reinforcement learning (RL), problem where the reward depends on the agent's uncertainty. For exa…