Prashan Madumal

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 14

Top Topics

Causal Interactions

Reinforcement Learning Agents

Budget Constraints

Doctoral Consortium

Top Venues

Publications

Ruihan Zhang, Prashan Madumal, Tim Miller, Krista A. Ehinger, Benjamin I. P. Rubinstein
Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors. AAAI (2021)
Prashan Madumal, Tim Miller, Liz Sonenberg, Frank Vetere
Distal Explanations for Explainable Reinforcement Learning Agents. CoRR (2020)
Prashan Madumal, Tim Miller, Liz Sonenberg, Frank Vetere
Explainable Reinforcement Learning through a Causal Lens. AAAI (2020)
Abhinav Sharma, Advait Deshpande, Yanming Wang, Xinyi Xu, Prashan Madumal, Anbin Hou
Searching k-Optimal Goals for an Orienteering Problem on a Specialized Graph with Budget Constraints. CoRR (2020)
Ruihan Zhang, Prashan Madumal, Tim Miller, Krista A. Ehinger, Benjamin I. P. Rubinstein
Improving Interpretability of CNN Models Using Non-Negative Concept Activation Vectors. CoRR (2020)
Prashan Madumal
Explainable Agency in Reinforcement Learning Agents. AAAI (2020)
Prashan Madumal, Tim Miller, Liz Sonenberg, Frank Vetere
A Grounded Interaction Protocol for Explainable Artificial Intelligence. CoRR (2019)
Joshua Newn, Ronal Rajneshwar Singh, Fraser Allison, Prashan Madumal, Eduardo Velloso, Frank Vetere
Designing Interactions with Intention-Aware Gaze-Enabled Artificial Agents. INTERACT (2) (2019)
Prashan Madumal
Explainable Agency in Intelligent Agents: Doctoral Consortium. AAMAS (2019)
Prashan Madumal, Tim Miller, Liz Sonenberg, Frank Vetere
Explainable Reinforcement Learning Through a Causal Lens. CoRR (2019)
Prashan Madumal, Tim Miller, Liz Sonenberg, Frank Vetere
A Grounded Interaction Protocol for Explainable Artificial Intelligence. AAMAS (2019)
Prashan Madumal, Ronal Rajneshwar Singh, Joshua Newn, Frank Vetere
Interaction design for explainable AI: workshop proposal. OZCHI (2018)
Prashan Madumal, Ronal Rajneshwar Singh, Joshua Newn, Frank Vetere
Interaction Design for Explainable AI: Workshop Proceedings. CoRR (2018)
Prashan Madumal, Tim Miller, Frank Vetere, Liz Sonenberg
Towards a Grounded Dialog Model for Explainable Artificial Intelligence. CoRR (2018)