conftrace_

Pierre-Luc Bacon

23 papers · 2018–2025 · 5 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12)
🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (27) πŸ‘‘ Triple Crown πŸ† Grand Slam 🧬 Topic Evolution ❓ The Questioner (2) πŸ’Ž Century Club (23) πŸ—ƒοΈ Keyword Collector (81) ⚑ Prolific Year (5) πŸ”₯ Unstoppable (6)

Conferences

ICLR (7) ICML (7) NIPS (6) AAAI (2) AISTATS (1)

Papers

MaestroMotif: Skill Design from Artificial Intelligence Feedback ICLR 2025 Network Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning ICML 2025 Scaling Trends in Language Model Robustness ICML 2025 Motif: Intrinsic Motivation from Artificial Intelligence Feedback ICLR 2024 Maximum entropy GFlowNets with soft Q-learning AISTATS 2024 Course Correcting Koopman Representations ICLR 2024 Decoupling regularization from the action space ICLR 2024 Bridging State and History Representations: Understanding Self-Predictive RL ICLR 2024 Do Transformer World Models Give Better Policy Gradients? ICML 2024 Double Gumbel Q-Learning NIPS 2023 Block-State Transformers NIPS 2023 Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control NIPS 2023 Sample-Efficient Reinforcement Learning by Breaking the Replay Ratio Barrier ICLR 2023 When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment NIPS 2023 Continuous-Time Meta-Learning with Forward Mode Differentiation ICLR 2022 Direct Behavior Specification via Constrained Reinforcement Learning ICML 2022 Myriad: a real-world testbed to bridge trajectory optimization and deep learning NIPS 2022 Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation AAAI 2022 The Primacy Bias in Deep Reinforcement Learning ICML 2022 Neural Algorithmic Reasoners are Implicit Planners NIPS 2021 Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020 Understanding the Curse of Horizon in Off-Policy Evaluation via Conditional Importance Sampling ICML 2020 Convergent Tree Backup and Retrace with Function Approximation ICML 2018