94 citations · 165 across the 12 of their papers we have counts for
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cs.AI2026
Two-Bridge: Exclusive Objectives and Extended Horizon StarCraft II Benchmark
Sourav Panda, Tanmay Ambadkar, Shreyash Kale +2
The research community lacks a middle ground between StarCraft II full game and its mini-games. The full-game's sprawling state-action space renders reward signals sparse and noisy…
cs.AI2025
Automating the Refinement of Reinforcement Learning Specifications
Tanmay Ambadkar, Đorđe Žikelić, Abhinav Verma
Logical specifications have been shown to help reinforcement learning algorithms in achieving complex tasks. However, when a task is under-specified, agents might fail to learn use…