Angelos Filos
9 papers · 2020–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Reinforcement Learning
(4)
Learning Paradigms · Artificial Intelligence
(4)
Methods
(4)
Core AI
(3)
Deep Learning
(2)
Applications
(2)
Architectures
(2)
Learning Types
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Learning Paradigms · Machine Learning
(1)
Optimization & Theory
(1)
Reasoning
(1)
Keywords
reinforcement learning
(3)
successor feature
(3)
policy improvement
(2)
model-based reinforcement learning
(2)
epistemic uncertainty
(2)
transfer learning
(1)
inverse reinforcement learning
(1)
imitation learning
(1)
in-context learning
(1)
knowledge transfer
(1)
state abstraction
(1)
value function
(1)
multi-agent learning
(1)
generalization error
(1)
value estimation
(1)
distribution shift
(1)
function approximation
(1)
multi-task learning
(1)
thompson sampling
(1)
model-based planning
(1)
Papers
ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive Advantages
ICML 2024
Combining Behaviors with the Successor Features Keyboard
NeurIPS 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
PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learning
ICML 2021
Self-Consistent Models and Values
NeurIPS 2021
Can Autonomous Vehicles Identify, Recover From, and Adapt to Distribution Shifts?
ICML 2020
Invariant Causal Prediction for Block MDPs
ICML 2020