Devesh Jha

4 papers · 2019–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) ❓ The Questioner

Venues

ICML (2) CoRL (1) Interspeech (1)

Top co-authors

Kei Ota (3) Toshisada Mariyama (2) Daniel Nikovski (2) Puyuan Peng (1) Diego Romeres (1) Radu Corcodel (1) Tadashi Onishi (1) Yoko Sasaki (1) David Harwath (1) Xinyu Liu (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Reinforcement Learning (2) Learning Types (2) Methods (2) Computer Vision (1) Robotics (1) Applications (1) Capabilities (1) Core Methods (1) Optimization & Theory (1) Processing (1)

Keywords

deep reinforcement learning (2) representation learning (1) sample efficiency (1) multi-task learning (1) action recognition (1) feature extraction (1) style transfer (1) video captioning (1) weakly supervised learning (1) multimodal learning (1) video understanding (1) nash equilibrium (1) gradient descent (1) state representation (1) off-policy learning (1) off-policy reinforcement learning (1) robot manipulation (1) bilinear game (1) multi-player game (1) dynamic environment (1)

Papers

Style-transfer based Speech and Audio-visual Scene understanding for Robot Action Sequence Acquisition from Videos Interspeech 2023 Can Increasing Input Dimensionality Improve Deep Reinforcement Learning? ICML 2020 Deep Reactive Planning in Dynamic Environments CoRL 2020 Game Theoretic Optimization via Gradient-based Nikaido-Isoda Function ICML 2019