Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Samsami, Mohammad Reza"'
Autor:
Jucys, Karolis, Adamopoulos, George, Hamidi, Mehrab, Milani, Stephanie, Samsami, Mohammad Reza, Zholus, Artem, Joseph, Sonia, Richards, Blake, Rish, Irina, Şimşek, Özgür
Understanding the mechanisms behind decisions taken by large foundation models in sequential decision making tasks is critical to ensuring that such systems operate transparently and safely. In this work, we perform exploratory analysis on the Video
Externí odkaz:
http://arxiv.org/abs/2407.12161
Current model-based reinforcement learning (MBRL) agents struggle with long-term dependencies. This limits their ability to effectively solve tasks involving extended time gaps between actions and outcomes, or tasks demanding the recalling of distant
Externí odkaz:
http://arxiv.org/abs/2403.04253
Imitation learning is a powerful approach for learning autonomous driving policy by leveraging data from expert driver demonstrations. However, driving policies trained via imitation learning that neglect the causal structure of expert demonstrations
Externí odkaz:
http://arxiv.org/abs/2112.03908
Deep reinforcement learning (DRL) is a very active research area. However, several technical and scientific issues require to be addressed, amongst which we can mention data inefficiency, exploration-exploitation trade-off, and multi-task learning. T
Externí odkaz:
http://arxiv.org/abs/2011.11012
Recognizing arrow of time in short stories is a challenging task. i.e., given only two paragraphs, determining which comes first and which comes next is a difficult task even for humans. In this paper, we have collected and curated a novel dataset fo
Externí odkaz:
http://arxiv.org/abs/1903.10548