Manan Tomar
8 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Cross-Pollinator (14)
πΊοΈ
Taxonomy Completionist
(17)
π
Conference Polyglot
(6)
π
Academic Marathon
(6)
π
Grand Slam
π
Trend Setter
π
Conference Pioneer
Conferences
ICLR (2)
ICML (2)
AAAI (1)
AISTATS (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(3)
reinforcement learning
(2)
multi-task learning
(1)
offline reinforcement learning
(1)
visual observation
(1)
robotic manipulation
(1)
variational inference
(1)
information bottleneck
(1)
curriculum learning
(1)
self-supervised learning
(1)
dynamic programming
(1)
value iteration
(1)
policy iteration
(1)
skill discovery
(1)
temporal abstraction
(1)
robot manipulation
(1)
model-free reinforcement learning
(1)
sparse reward
(1)
successor representation
(1)
robust control
(1)
Papers
The Belief State Transformer
ICLR 2025
Representation Learning in Deep RL via Discrete Information Bottleneck
AISTATS 2023
Ignorance is Bliss: Robust Control via Information Gating
NIPS 2023
Principled Offline RL in the Presence of Rich Exogenous Information
ICML 2023
Mirror Descent Policy Optimization
ICLR 2022
Multi-step Greedy Reinforcement Learning Algorithms
ICML 2020
MaMiC: Macro and Micro Curriculum for Robotic Reinforcement Learning
AAAI 2019
Successor Options: An Option Discovery Framework for Reinforcement Learning
IJCAI 2019