Ishan Durugkar
8 papers · 2018–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (6) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(15)
π
Conference Polyglot
(5)
π
Grand Slam
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Conference Pioneer
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Trend Setter
Conferences
NIPS (4)
AAAI (1)
ICLR (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
goal-conditioned reinforcement learning
(2)
multi-agent reinforcement learning
(2)
policy gradient
(2)
transfer learning
(1)
out-of-distribution generalization
(1)
importance sampling
(1)
distribution matching
(1)
value function
(1)
batch learning
(1)
value function estimation
(1)
batch reinforcement learning
(1)
mean squared error
(1)
entropy regularization
(1)
cooperative learning
(1)
expert demonstration
(1)
sparse reward
(1)
reward shaping
(1)
intrinsic reward
(1)
dynamics mismatch
(1)
teammate modeling
(1)
Papers
N-agent Ad Hoc Teamwork
NIPS 2024
DMΒ²: Decentralized Multi-Agent Reinforcement Learning via Distribution Matching
AAAI 2023
f-Policy Gradients: A General Framework for Goal-Conditioned RL using f-Divergences
NIPS 2023
Adversarial Intrinsic Motivation for Reinforcement Learning
NIPS 2021
Balancing Individual Preferences and Shared Objectives in Multiagent Reinforcement Learning
IJCAI 2020
An Imitation from Observation Approach to Transfer Learning with Dynamics Mismatch
NIPS 2020
Reducing Sampling Error in Batch Temporal Difference Learning
ICML 2020
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning
ICLR 2018