Sameera S. Ponda

Reinforcement Learning · 2020–2025

A researcher in the Science corpus: 2 papers; trusts 2 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Reinforcement Learning — 22 citations into it
• Artificial Intelligence — 17 citations into it
• Control and Systems Engineering — 7 citations into it

Whom Sameera S. Ponda trusts

Their strongest outbound trust, strongest first, inferred from their citations.

1. Carl E. Rasmussen (in Artificial Intelligence)
2. Richard S. Sutton (in Reinforcement Learning)

Papers from Sameera S. Ponda's perspective

Ordered by how strongly the researchers Sameera S. Ponda trusts endorse each paper. Same corpus, a different order for every researcher.

1. Rectified Linear Units Improve Restricted Boltzmann Machines
2. Human-level control through deep reinforcement learning
3. Asynchronous Methods for Deep Reinforcement Learning
4. A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning
5. Mastering the game of Go with deep neural networks and tree search
6. Temporal Difference Learning and TD-Gammon
7. Self-improving reactive agents based on reinforcement learning, planning and teaching
8. Planning and Acting in Partially Observable Stochastic Domains
9. A Distributional Perspective on Reinforcement Learning
10. Learning hand-eye coordination for robotic grasping with deep learning and large-scale data collection

Their papers

• Autonomous navigation of stratospheric balloons using reinforcement learning (2020) — 408 citations
• Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities (2025) — 3,609 citations