Rohan Chitnis
12 papers · 2015–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (9) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(22)
π
Conference Polyglot
(5)
π
Academic Marathon
(9)
π
Century Club
(12)
β
The Questioner
ποΈ
Keyword Collector
(52)
Conferences
CORL (4)
AAAI (3)
ICLR (3)
EMNLP (1)
IJCAI (1)
Top co-authors
Keywords
state abstraction
(3)
bilevel planning
(2)
task and motion planning
(2)
markov decision process
(2)
motion planning
(2)
clustering analysis
(1)
mutual information
(1)
density estimation
(1)
online algorithm
(1)
human-robot interaction
(1)
automated planning
(1)
belief state
(1)
feature space
(1)
constraint satisfaction
(1)
information transmission
(1)
model-based reinforcement learning
(1)
symbolic planning
(1)
learning from demonstration
(1)
relational learning
(1)
model-based planning
(1)
Papers
Score Models for Offline Goal-Conditioned Reinforcement Learning
ICLR 2024
When should we prefer Decision Transformers for Offline Reinforcement Learning?
ICLR 2024
Predicate Invention for Bilevel Planning
AAAI 2023
Learning Efficient Abstract Planning Models that Choose What to Predict
CORL 2023
GLIB: Efficient Exploration for Relational Model-Based Reinforcement Learning via Goal-Literal Babbling
AAAI 2021
Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks
AAAI 2021
CAMPs: Learning Context-Specific Abstractions for Efficient Planning in Factored MDPs
CORL 2020
Intrinsic Motivation for Encouraging Synergistic Behavior
ICLR 2020
Learning Compact Models for Planning with Exogenous Processes
CORL 2019
Finding Frequent Entities in Continuous Data
IJCAI 2018
Learning What Information to Give in Partially Observed Domains
CORL 2018
Variable-Length Word Encodings for Neural Translation Models
EMNLP 2015