Diversity-Rewarded CFG Distillation von Cideron, Geoffrey, Agostinelli, Andrea, Ferret, Johan, Girgin, Sertan, Elie, Romuald, Bachem, Olivier, Perrin, Sarah, Ramé, Alexandre

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WARM: On the Benefits of Weight Averaged Reward Models von Ramé, Alexandre, Vieillard, Nino, Hussenot, Léonard, Dadashi, Robert, Cideron, Geoffrey, Bachem, Olivier, Ferret, Johan

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vec2text with Round-Trip Translations von Cideron, Geoffrey, Girgin, Sertan, Raichuk, Anton, Pietquin, Olivier, Bachem, Olivier, Hussenot, Léonard

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Get Back Here: Robust Imitation by Return-to-Distribution Planning von Cideron, Geoffrey, Tabanpour, Baruch, Curi, Sebastian, Girgin, Sertan, Hussenot, Leonard, Dulac-Arnold, Gabriel, Geist, Matthieu, Pietquin, Olivier, Dadashi, Robert

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MusicRL: Aligning Music Generation to Human Preferences von Cideron, Geoffrey, Girgin, Sertan, Verzetti, Mauro, Vincent, Damien, Kastelic, Matej, Borsos, Zalán, McWilliams, Brian, Ungureanu, Victor, Bachem, Olivier, Pietquin, Olivier, Geist, Matthieu, Hussenot, Léonard, Zeghidour, Neil, Agostinelli, Andrea

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Conditional Language Policy: A General Framework for Steerable Multi-Objective Finetuning von Wang, Kaiwen, Kidambi, Rahul, Sullivan, Ryan, Agarwal, Alekh, Dann, Christoph, Michi, Andrea, Gelmi, Marco, Li, Yunxuan, Gupta, Raghav, Dubey, Avinava, Ramé, Alexandre, Ferret, Johan, Cideron, Geoffrey, Hou, Le, Yu, Hongkun, Ahmed, Amr, Mehta, Aranyak, Hussenot, Léonard, Bachem, Olivier, Leurent, Edouard

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BOND: Aligning LLMs with Best-of-N Distillation von Sessa, Pier Giuseppe, Dadashi, Robert, Hussenot, Léonard, Ferret, Johan, Vieillard, Nino, Ramé, Alexandre, Shariari, Bobak, Perrin, Sarah, Friesen, Abe, Cideron, Geoffrey, Girgin, Sertan, Stanczyk, Piotr, Michi, Andrea, Sinopalnikov, Danila, Ramos, Sabela, Héliou, Amélie, Severyn, Aliaksei, Hoffman, Matt, Momchev, Nikola, Bachem, Olivier

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Diversity Policy Gradient for Sample Efficient Quality-Diversity Optimization von Pierrot, Thomas, Macé, Valentin, Chalumeau, Félix, Flajolet, Arthur, Cideron, Geoffrey, Beguir, Karim, Cully, Antoine, Sigaud, Olivier, Perrin-Gilbert, Nicolas

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HIGhER : Improving instruction following with Hindsight Generation for Experience Replay von Cideron, Geoffrey, Seurin, Mathieu, Strub, Florian, Pietquin, Olivier

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Diversity-Rewarded CFG Distillation von Cideron, Geoffrey, Agostinelli, Andrea, Ferret, Johan, Girgin, Sertan, Elie, Romuald, Bachem, Olivier, Perrin, Sarah, Ramé, Alexandre

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Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback von Roit, Paul, Ferret, Johan, Shani, Lior, Aharoni, Roee, Cideron, Geoffrey, Dadashi, Robert, Geist, Matthieu, Girgin, Sertan, Hussenot, Léonard, Keller, Orgad, Momchev, Nikola, Ramos, Sabela, Stanczyk, Piotr, Vieillard, Nino, Bachem, Olivier, Elidan, Gal, Hassidim, Avinatan, Pietquin, Olivier, Szpektor, Idan

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WARM: On the Benefits of Weight Averaged Reward Models von Ramé, Alexandre, Vieillard, Nino, Léonard Hussenot, Dadashi, Robert, Cideron, Geoffrey, Bachem, Olivier, Ferret, Johan

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HIGhER : Improving instruction following with Hindsight Generation for Experience Replay von Cideron, Geoffrey, Seurin, Mathieu, Strub, Florian, Pietquin, Olivier

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vec2text with Round-Trip Translations von Cideron, Geoffrey, Girgin, Sertan, Raichuk, Anton, Pietquin, Olivier, Bachem, Olivier, Léonard Hussenot

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Get Back Here: Robust Imitation by Return-to-Distribution Planning von Cideron, Geoffrey, Tabanpour, Baruch, Curi, Sebastian, Girgin, Sertan, Hussenot, Leonard, Dulac-Arnold, Gabriel, Geist, Matthieu, Pietquin, Olivier, Dadashi, Robert

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MusicRL: Aligning Music Generation to Human Preferences von Cideron, Geoffrey, Girgin, Sertan, Verzetti, Mauro, Vincent, Damien, Kastelic, Matej, Borsos, Zalán, McWilliams, Brian, Ungureanu, Victor, Bachem, Olivier, Pietquin, Olivier, Geist, Matthieu, Léonard Hussenot, Zeghidour, Neil, Agostinelli, Andrea

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Conditional Language Policy: A General Framework for Steerable Multi-Objective Finetuning von Wang, Kaiwen, Kidambi, Rahul, Sullivan, Ryan, Agarwal, Alekh, Dann, Christoph, Michi, Andrea, Gelmi, Marco, Li, Yunxuan, Gupta, Raghav, Dubey, Avinava, Ramé, Alexandre, Ferret, Johan, Cideron, Geoffrey, Hou, Le, Yu, Hongkun, Ahmed, Amr, Mehta, Aranyak, Léonard Hussenot, Bachem, Olivier, Leurent, Edouard

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BOND: Aligning LLMs with Best-of-N Distillation von Sessa, Pier Giuseppe, Dadashi, Robert, Léonard Hussenot, Ferret, Johan, Vieillard, Nino, Ramé, Alexandre, Bobak Shariari, Perrin, Sarah, Friesen, Abe, Cideron, Geoffrey, Girgin, Sertan, Stanczyk, Piotr, Michi, Andrea, Sinopalnikov, Danila, Ramos, Sabela, Héliou, Amélie, Severyn, Aliaksei, Hoffman, Matt, Momchev, Nikola, Bachem, Olivier

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Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback von Roit, Paul, Ferret, Johan, Shani, Lior, Aharoni, Roee, Cideron, Geoffrey, Dadashi, Robert, Geist, Matthieu, Girgin, Sertan, Léonard Hussenot, Keller, Orgad, Momchev, Nikola, Ramos, Sabela, Stanczyk, Piotr, Vieillard, Nino, Bachem, Olivier, Elidan, Gal, Hassidim, Avinatan, Pietquin, Olivier, Szpektor, Idan

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