Richard Lewis
11 papers · 2016–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (11)
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(9)
🧬
Topic Evolution
🌱
Topic Pioneer
🔥
Unstoppable
(5)
🚀
Conference Pioneer
💎
Century Club
(11)
❓
The Questioner
(2)
🗃️
Keyword Collector
(50)
Conferences
AAAI (3)
IJCAI (3)
ACL (2)
NAACL (2)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(2)
visual reasoning
(2)
self-supervised learning
(1)
language model evaluation
(1)
recurrent neural network
(1)
working memory
(1)
perceptual decision making
(1)
intrinsic reward
(1)
agent learning
(1)
entropy reduction
(1)
relational reasoning
(1)
language model
(1)
adaptive agent
(1)
sparse reward
(1)
in-context learning
(1)
pre-trained language model
(1)
reward function learning
(1)
transformer language model
(1)
reinforcement learning agent
(1)
zero-shot learning
(1)
Papers
Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm
ACL 2025
Composing Task Knowledge With Modular Successor Feature Approximators
ICLR 2023
In-Context Analogical Reasoning with Pre-Trained Language Models
ACL 2023
Adaptive Pairwise Weights for Temporal Credit Assignment
AAAI 2022
Accounting for Agreement Phenomena in Sentence Comprehension with Transformer Language Models: Effects of Similarity-based Interference on Surprisal and Attention
NAACL 2021
Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in a First-person Simulated 3D Environment
IJCAI 2021
How Should an Agent Practice?
AAAI 2020
Learning to Communicate and Solve Visual Blocks-World Tasks
AAAI 2019
A Modeling Study of the Effects of Surprisal and Entropy in Perceptual Decision Making of an Adaptive Agent
NAACL 2019
Deep Learning for Reward Design to Improve Monte Carlo Tree Search in ATARI Games
IJCAI 2016
The Dependence of Effective Planning Horizon on Model Accuracy
IJCAI 2016