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ORCIDJasmina Gajcin
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2020 – today
- 2024
[j1]Jasmina Gajcin
, Ivana Dusparic:
Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities. ACM Comput. Surv. 56(9): 219:1-219:33 (2024)- [c5]Jasmina Gajcin, Ivana Dusparic:
RACCER: Towards Reachable and Certain Counterfactual Explanations for Reinforcement Learning. AAMAS 2024: 632-640 - [c4]Jasmina Gajcin, Jovan Jeromela, Ivana Dusparic:
Semifactual Explanations for Reinforcement Learning. HAI 2024: 167-175 - [i8]Jasmina Gajcin, Ivana Dusparic:
ACTER: Diverse and Actionable Counterfactual Sequences for Explaining and Diagnosing RL Policies. CoRR abs/2402.06503 (2024) - [i7]Jasmina Gajcin, Jovan Jeromela, Ivana Dusparic:
Semifactual Explanations for Reinforcement Learning. CoRR abs/2409.05435 (2024) - 2023
- [c3]Jasmina Gajcin:
Counterfactual Explanations for Reinforcement Learning Agents. AAMAS 2023: 2925-2927 - [c2]Jasmina Gajcin, James McCarthy, Rahul Nair, Radu Marinescu, Elizabeth Daly, Ivana Dusparic:
Iterative Reward Shaping Using Human Feedback for Correcting Reward Misspecification. ECAI 2023: 788-794 - [i6]Jasmina Gajcin, Ivana Dusparic:
RACCER: Towards Reachable and Certain Counterfactual Explanations for Reinforcement Learning. CoRR abs/2303.04475 (2023) - [i5]Jasmina Gajcin, James McCarthy, Rahul Nair, Radu Marinescu, Elizabeth Daly, Ivana Dusparic:
Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification. CoRR abs/2308.15969 (2023) - 2022
- [c1]Jasmina Gajcin, Ivana Dusparic:
ReCCoVER: Detecting Causal Confusion for Explainable Reinforcement Learning. EXTRAAMAS@AAMAS 2022: 38-56 - [i4]Jasmina Gajcin, Ivana Dusparic:
ReCCoVER: Detecting Causal Confusion for Explainable Reinforcement Learning. CoRR abs/2203.11211 (2022) - [i3]Jasmina Gajcin, Ivana Dusparic:
Counterfactual Explanations for Reinforcement Learning. CoRR abs/2210.11846 (2022) - [i2]Tom He, Jasmina Gajcin, Ivana Dusparic:
Causal Counterfactuals for Improving the Robustness of Reinforcement Learning. CoRR abs/2211.05551 (2022) - 2021
- [i1]Jasmina Gajcin, Rahul Nair, Tejaswini Pedapati, Radu Marinescu, Elizabeth Daly, Ivana Dusparic:
Contrastive Explanations for Comparing Preferences of Reinforcement Learning Agents. CoRR abs/2112.09462 (2021)
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