Wilka Carvalho

23 papers A* 6B 1Journal 13Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Cross-environment Cooperation Enables Zero-shot Multi-agent Coordination. CogSci Kunal Jha, Wilka Carvalho, Yancheng Liang, Simon S. Du, Natasha Jaques, Max Kleiman-Weiner
2025	A*	`conf`	Cross-environment Cooperation Enables Zero-shot Multi-agent Coordination. ICML Kunal Jha, Wilka Carvalho, Yancheng Liang, Simon Shaolei Du, Max Kleiman-Weiner, Natasha Jaques
2025	J	`jnl`	Cross-environment Cooperation Enables Zero-shot Multi-agent Coordination. CoRR Kunal Jha, Wilka Carvalho, Yancheng Liang, Simon S. Du, Max Kleiman-Weiner, Natasha Jaques
2025	J	`jnl`	Naturalistic Computational Cognitive Science: Towards generalizable models and theories that capture the full range of natural behavior. CoRR Wilka Carvalho, Andrew K. Lampinen
2025	J	`jnl`	NiceWebRL: a Python library for human subject experiments with reinforcement learning environments. CoRR Wilka Carvalho, Vikram Goddla, Ishaan Sinha, Hoon Shin, Kunal Jha
2025	J	`jnl`	Preemptive Solving of Future Problems: Multitask Preplay in Humans and Machines. CoRR Wilka Carvalho, Sam Hall-McMaster, Honglak Lee, Samuel J. Gershman
2024	J	`jnl`	Predictive Representations: Building Blocks of Intelligence. Neural Comput. Wilka Carvalho, Momchil S. Tomov, William de Cothi, Caswell Barry, Samuel J. Gershman
2024	J	`jnl`	Predictive representations: building blocks of intelligence. CoRR Wilka Carvalho, Momchil S. Tomov, William de Cothi, Caswell Barry, Samuel J. Gershman
2023	A*	`conf`	Combining Behaviors with the Successor Features Keyboard. NeurIPS Wilka Carvalho, Andre Saraiva, Angelos Filos, Andrew K. Lampinen, Loic Matthey, Richard L. Lewis, Honglak Lee, Satinder Singh, Danilo Jimenez Rezende, Daniel Zoran
2023	J	`jnl`	Combining Behaviors with the Successor Features Keyboard. CoRR Wilka Carvalho, Andre Saraiva, Angelos Filos, Andrew Kyle Lampinen, Loic Matthey, Richard L. Lewis, Honglak Lee, Satinder Singh, Danilo J. Rezende, Daniel Zoran
2023	A*	`conf`	Composing Task Knowledge With Modular Successor Feature Approximators. ICLR Wilka Carvalho, Angelos Filos, Richard L. Lewis, Honglak Lee, Satinder Singh
2023	J	`jnl`	Composing Task Knowledge with Modular Successor Feature Approximators. CoRR Wilka Carvalho, Angelos Filos, Richard L. Lewis, Honglak Lee, Satinder Singh
2023	J	`jnl`	Feature-Attending Recurrent Modules for Generalization in Reinforcement Learning. Trans. Mach. Learn. Res. Wilka Carvalho, Andrew Kyle Lampinen, Kyriacos Nikiforou, Felix Hill, Murray Shanahan
2023	A*	`conf`	Learning Compositional Tasks from Language Instructions. AAAI Lajanugen Logeswaran, Wilka Carvalho, Honglak Lee
2023	—	`—`	Reinforcement Learning Agents that Discover Structured Representations Wilka Carvalho
2021	J	`jnl`	Feature-Attending Recurrent Modules for Generalization in Reinforcement Learning. CoRR Wilka Carvalho, Andrew K. Lampinen, Kyriacos Nikiforou, Felix Hill, Murray Shanahan
2021	A*	`conf`	Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in a First-person Simulated 3D Environment. IJCAI Wilka Carvalho, Anthony Liang, Kimin Lee, Sungryull Sohn, Honglak Lee, Richard L. Lewis, Satinder Singh
2021	A*	`conf`	Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning. NeurIPS Christopher Hoang, Sungryull Sohn, Jongwook Choi, Wilka Carvalho, Honglak Lee
2021	J	`jnl`	Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning. CoRR Christopher Hoang, Sungryull Sohn, Jongwook Choi, Wilka Carvalho, Honglak Lee
2020	J	`jnl`	Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments. CoRR Wilka Carvalho, Anthony Liang, Kimin Lee, Sungryull Sohn, Honglak Lee, Richard L. Lewis, Satinder Singh
2019	—	`conf`	Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering. SafeAI@AAAI Bryant Chen, Wilka Carvalho, Nathalie Baracaldo, Heiko Ludwig, Benjamin Edwards, Taesung Lee, Ian M. Molloy, Biplav Srivastava
2018	J	`jnl`	Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering. CoRR Bryant Chen, Wilka Carvalho, Nathalie Baracaldo, Heiko Ludwig, Benjamin Edwards, Taesung Lee, Ian M. Molloy, Biplav Srivastava
2017	—	`conf`	Variational Recurrent Adversarial Deep Domain Adaptation. ICLR (Poster) Sanjay Purushotham, Wilka Carvalho, Tanachat Nilanon, Yan Liu