Steven James
11 papers · 2018–2024 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (6)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(18)
π
Century Club
(11)
Conferences
ICLR (3)
NIPS (3)
ICML (2)
IJCAI (2)
CORL (1)
Top co-authors
Keywords
symbolic representation
(2)
policy learning
(2)
continual learning
(1)
transfer learning
(1)
benchmark dataset
(1)
hierarchical representation
(1)
boolean algebra
(1)
transition dynamics
(1)
latent variable
(1)
disentangled representation
(1)
value function
(1)
variational autoencoder
(1)
latent space
(1)
game ai
(1)
benchmark evaluation
(1)
evaluation benchmark
(1)
task planning
(1)
planning evaluation
(1)
game traversal
(1)
reinforcement learning
(1)
Papers
Skill Machines: Temporal Logic Skill Composition in Reinforcement Learning
ICLR 2024
GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps
NIPS 2024
Overlooked Implications of the Reconstruction Loss for VAE Disentanglement
IJCAI 2023
Synthesizing Navigation Abstractions for Planning with Portable Manipulation Skills
CORL 2023
Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies
NIPS 2023
Autonomous Learning of Object-Centric Abstractions for High-Level Planning
ICLR 2022
Generalisation in Lifelong Reinforcement Learning through Logical Composition
ICLR 2022
Learning Portable Representations for High-Level Planning
ICML 2020
A Boolean Task Algebra for Reinforcement Learning
NIPS 2020
Composing Value Functions in Reinforcement Learning
ICML 2019
Learning Portable Symbolic Representations
IJCAI 2018