Olivier Sigaud
13 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (8) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (11)
π
Conference Polyglot
(5)
π§¬
Topic Evolution
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(54)
π
Trend Setter
π
Century Club
(13)
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
ICML (6)
NIPS (3)
ICLR (2)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
reinforcement learning
(5)
sparse reward
(2)
large language model
(2)
curriculum learning
(2)
multi-goal reinforcement learning
(2)
monte carlo tree search
(1)
exploration-exploitation tradeoff
(1)
policy gradient
(1)
bayesian model
(1)
question generation
(1)
imitation learning
(1)
robot control
(1)
program synthesis
(1)
online reinforcement learning
(1)
intrinsic motivation
(1)
question answering
(1)
goal-conditioned reinforcement learning
(1)
reward shaping
(1)
intrinsic reward
(1)
sample efficiency
(1)
Papers
Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting
NAACL 2025
MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces
ICML 2025
Bridging Environments and Language with Rendering Functions and Vision-Language Models
ICML 2024
Stein Variational Goal Generation for adaptive Exploration in Multi-Goal Reinforcement Learning
ICML 2023
Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning
ICML 2023
Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments
NIPS 2022
EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL
NIPS 2022
Grounding Language to Autonomously-Acquired Skills via Goal Generation
ICLR 2021
CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning
ICML 2019
Learning Compositional Neural Programs with Recursive Tree Search and Planning
NIPS 2019
GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms
ICML 2018
Unsupervised Learning of Goal Spaces for Intrinsically Motivated Goal Exploration
ICLR 2018
Tensor Based Knowledge Transfer Across Skill Categories for Robot Control
IJCAI 2017