Angelos Filos
9 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
π
Cross-Pollinator
(10)
β
The Questioner
π₯
Unstoppable
(5)
Conferences
ICML (5)
ICLR (2)
NIPS (2)
Top co-authors
Keywords
successor feature
(2)
epistemic uncertainty
(2)
model-based reinforcement learning
(2)
multi-task learning
(1)
state abstraction
(1)
imitation learning
(1)
function approximation
(1)
knowledge transfer
(1)
inverse reinforcement learning
(1)
value function
(1)
multi-agent learning
(1)
generalization error
(1)
distribution shift
(1)
policy improvement
(1)
value estimation
(1)
autonomous vehicle
(1)
zero-shot transfer
(1)
few-shot transfer
(1)
online adaptation
(1)
block mdp
(1)
Papers
ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive Advantages
ICML 2024
Combining Behaviors with the Successor Features Keyboard
NIPS 2023
Composing Task Knowledge With Modular Successor Feature Approximators
ICLR 2023
In-context Reinforcement Learning with Algorithm Distillation
ICLR 2023
Model-Value Inconsistency as a Signal for Epistemic Uncertainty
ICML 2022
Self-Consistent Models and Values
NIPS 2021
PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learning
ICML 2021
Invariant Causal Prediction for Block MDPs
ICML 2020
Can Autonomous Vehicles Identify, Recover From, and Adapt to Distribution Shifts?
ICML 2020